Dataset statistics
| Number of variables | 50 |
|---|---|
| Number of observations | 101766 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 225.2 MiB |
| Average record size in memory | 2.3 KiB |
Variable types
| CAT | 36 |
|---|---|
| NUM | 13 |
| BOOL | 1 |
examide has constant value "101766" | Constant |
citoglipton has constant value "101766" | Constant |
medical_specialty has a high cardinality: 73 distinct values | High cardinality |
diag_1 has a high cardinality: 717 distinct values | High cardinality |
diag_2 has a high cardinality: 749 distinct values | High cardinality |
diag_3 has a high cardinality: 790 distinct values | High cardinality |
number_emergency is highly skewed (γ1 = 22.85558215) | Skewed |
encounter_id has unique values | Unique |
num_procedures has 46652 (45.8%) zeros | Zeros |
number_outpatient has 85027 (83.6%) zeros | Zeros |
number_emergency has 90383 (88.8%) zeros | Zeros |
number_inpatient has 67630 (66.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-02 23:48:01.995007 |
|---|---|
| Analysis finished | 2022-02-02 23:48:59.380117 |
| Duration | 57.39 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 101766 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165201645.6 |
|---|---|
| Minimum | 12522 |
| Maximum | 443867222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 12522 |
|---|---|
| 5-th percentile | 27170784 |
| Q1 | 84961194 |
| median | 152388987 |
| Q3 | 230270887.5 |
| 95-th percentile | 378962843 |
| Maximum | 443867222 |
| Range | 443854700 |
| Interquartile range (IQR) | 145309693.5 |
Descriptive statistics
| Standard deviation | 102640296 |
|---|---|
| Coefficient of variation (CV) | 0.6213031087 |
| Kurtosis | -0.1020713932 |
| Mean | 165201645.6 |
| Median Absolute Deviation (MAD) | 70921143 |
| Skewness | 0.6991415513 |
| Sum | 1.681191067e+13 |
| Variance | 1.053503036e+16 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2278392 | 1 | < 0.1% | |
| 190792044 | 1 | < 0.1% | |
| 190790070 | 1 | < 0.1% | |
| 190789722 | 1 | < 0.1% | |
| 190786806 | 1 | < 0.1% | |
| 190785018 | 1 | < 0.1% | |
| 190781412 | 1 | < 0.1% | |
| 190775886 | 1 | < 0.1% | |
| 190764504 | 1 | < 0.1% | |
| 190760322 | 1 | < 0.1% | |
| 190744902 | 1 | < 0.1% | |
| 190737804 | 1 | < 0.1% | |
| 190736802 | 1 | < 0.1% | |
| 190725726 | 1 | < 0.1% | |
| 190717032 | 1 | < 0.1% | |
| 190712136 | 1 | < 0.1% | |
| 190710012 | 1 | < 0.1% | |
| 190709730 | 1 | < 0.1% | |
| 190709022 | 1 | < 0.1% | |
| 190707654 | 1 | < 0.1% | |
| 190705926 | 1 | < 0.1% | |
| 190700772 | 1 | < 0.1% | |
| 190700028 | 1 | < 0.1% | |
| 190791024 | 1 | < 0.1% | |
| 190792608 | 1 | < 0.1% | |
| Other values (101741) | 101741 | > 99.9% |
| Value | Count | Frequency (%) | |
| 12522 | 1 | < 0.1% | |
| 15738 | 1 | < 0.1% | |
| 16680 | 1 | < 0.1% | |
| 28236 | 1 | < 0.1% | |
| 35754 | 1 | < 0.1% | |
| 36900 | 1 | < 0.1% | |
| 40926 | 1 | < 0.1% | |
| 42570 | 1 | < 0.1% | |
| 55842 | 1 | < 0.1% | |
| 62256 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 443867222 | 1 | < 0.1% | |
| 443857166 | 1 | < 0.1% | |
| 443854148 | 1 | < 0.1% | |
| 443847782 | 1 | < 0.1% | |
| 443847548 | 1 | < 0.1% | |
| 443847176 | 1 | < 0.1% | |
| 443842778 | 1 | < 0.1% | |
| 443842340 | 1 | < 0.1% | |
| 443842136 | 1 | < 0.1% | |
| 443842070 | 1 | < 0.1% |
patient_nbr
Real number (ℝ≥0)
| Distinct | 71518 |
|---|---|
| Distinct (%) | 70.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54330400.69 |
|---|---|
| Minimum | 135 |
| Maximum | 189502619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 1456971.75 |
| Q1 | 23413221 |
| median | 45505143 |
| Q3 | 87545949.75 |
| 95-th percentile | 111480273 |
| Maximum | 189502619 |
| Range | 189502484 |
| Interquartile range (IQR) | 64132728.75 |
Descriptive statistics
| Standard deviation | 38696359.35 |
|---|---|
| Coefficient of variation (CV) | 0.7122413759 |
| Kurtosis | -0.3473720444 |
| Mean | 54330400.69 |
| Median Absolute Deviation (MAD) | 32950134 |
| Skewness | 0.4712807224 |
| Sum | 5.528987557e+12 |
| Variance | 1.497408227e+15 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 88785891 | 40 | < 0.1% | |
| 43140906 | 28 | < 0.1% | |
| 1660293 | 23 | < 0.1% | |
| 88227540 | 23 | < 0.1% | |
| 23199021 | 23 | < 0.1% | |
| 23643405 | 22 | < 0.1% | |
| 84428613 | 22 | < 0.1% | |
| 92709351 | 21 | < 0.1% | |
| 88789707 | 20 | < 0.1% | |
| 29903877 | 20 | < 0.1% | |
| 90609804 | 20 | < 0.1% | |
| 89472402 | 20 | < 0.1% | |
| 23398488 | 20 | < 0.1% | |
| 37096866 | 20 | < 0.1% | |
| 88479036 | 19 | < 0.1% | |
| 88681950 | 19 | < 0.1% | |
| 97391007 | 19 | < 0.1% | |
| 91751121 | 18 | < 0.1% | |
| 24011577 | 18 | < 0.1% | |
| 3481272 | 18 | < 0.1% | |
| 3401055 | 18 | < 0.1% | |
| 91160280 | 18 | < 0.1% | |
| 84348792 | 18 | < 0.1% | |
| 106757478 | 17 | < 0.1% | |
| 90489195 | 17 | < 0.1% | |
| Other values (71493) | 101245 | 99.5% |
| Value | Count | Frequency (%) | |
| 135 | 2 | < 0.1% | |
| 378 | 1 | < 0.1% | |
| 729 | 1 | < 0.1% | |
| 774 | 1 | < 0.1% | |
| 927 | 1 | < 0.1% | |
| 1152 | 5 | < 0.1% | |
| 1305 | 1 | < 0.1% | |
| 1314 | 3 | < 0.1% | |
| 1629 | 1 | < 0.1% | |
| 2025 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 189502619 | 1 | < 0.1% | |
| 189481478 | 1 | < 0.1% | |
| 189445127 | 1 | < 0.1% | |
| 189365864 | 1 | < 0.1% | |
| 189351095 | 1 | < 0.1% | |
| 189349430 | 1 | < 0.1% | |
| 189332087 | 1 | < 0.1% | |
| 189298877 | 1 | < 0.1% | |
| 189257846 | 2 | < 0.1% | |
| 189215762 | 1 | < 0.1% |
race
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| Caucasian | |
|---|---|
| AfricanAmerican | |
| ? | 2273 |
| Hispanic | 2037 |
| Other | 1506 |
| Value | Count | Frequency (%) | |
| Caucasian | 76099 | 74.8% | |
| AfricanAmerican | 19210 | 18.9% | |
| ? | 2273 | 2.2% | |
| Hispanic | 2037 | 2.0% | |
| Other | 1506 | 1.5% | |
| Asian | 641 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 9.849507694 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 269395 | 26.9% | |
| i | 119234 | 11.9% | |
| n | 117197 | 11.7% | |
| c | 116556 | 11.6% | |
| s | 78777 | 7.9% | |
| C | 76099 | 7.6% | |
| u | 76099 | 7.6% | |
| r | 39926 | 4.0% | |
| A | 39061 | 3.9% | |
| e | 20716 | 2.1% | |
| f | 19210 | 1.9% | |
| m | 19210 | 1.9% | |
| ? | 2273 | 0.2% | |
| H | 2037 | 0.2% | |
| p | 2037 | 0.2% | |
| O | 1506 | 0.2% | |
| t | 1506 | 0.2% | |
| h | 1506 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 881369 | 87.9% | |
| Uppercase Letter | 118703 | 11.8% | |
| Other Punctuation | 2273 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 76099 | 64.1% | |
| A | 39061 | 32.9% | |
| H | 2037 | 1.7% | |
| O | 1506 | 1.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 269395 | 30.6% | |
| i | 119234 | 13.5% | |
| n | 117197 | 13.3% | |
| c | 116556 | 13.2% | |
| s | 78777 | 8.9% | |
| u | 76099 | 8.6% | |
| r | 39926 | 4.5% | |
| e | 20716 | 2.4% | |
| f | 19210 | 2.2% | |
| m | 19210 | 2.2% | |
| p | 2037 | 0.2% | |
| t | 1506 | 0.2% | |
| h | 1506 | 0.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 2273 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1000072 | 99.8% | |
| Common | 2273 | 0.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 269395 | 26.9% | |
| i | 119234 | 11.9% | |
| n | 117197 | 11.7% | |
| c | 116556 | 11.7% | |
| s | 78777 | 7.9% | |
| C | 76099 | 7.6% | |
| u | 76099 | 7.6% | |
| r | 39926 | 4.0% | |
| A | 39061 | 3.9% | |
| e | 20716 | 2.1% | |
| f | 19210 | 1.9% | |
| m | 19210 | 1.9% | |
| H | 2037 | 0.2% | |
| p | 2037 | 0.2% | |
| O | 1506 | 0.2% | |
| t | 1506 | 0.2% | |
| h | 1506 | 0.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 2273 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1002345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 269395 | 26.9% | |
| i | 119234 | 11.9% | |
| n | 117197 | 11.7% | |
| c | 116556 | 11.6% | |
| s | 78777 | 7.9% | |
| C | 76099 | 7.6% | |
| u | 76099 | 7.6% | |
| r | 39926 | 4.0% | |
| A | 39061 | 3.9% | |
| e | 20716 | 2.1% | |
| f | 19210 | 1.9% | |
| m | 19210 | 1.9% | |
| ? | 2273 | 0.2% | |
| H | 2037 | 0.2% | |
| p | 2037 | 0.2% | |
| O | 1506 | 0.2% | |
| t | 1506 | 0.2% | |
| h | 1506 | 0.2% |
gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| Female | |
|---|---|
| Male | |
| Unknown/Invalid | 3 |
| Value | Count | Frequency (%) | |
| Female | 54708 | 53.8% | |
| Male | 47055 | 46.2% | |
| Unknown/Invalid | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 6 |
| Mean length | 5.075496728 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 156471 | 30.3% | |
| a | 101766 | 19.7% | |
| l | 101766 | 19.7% | |
| F | 54708 | 10.6% | |
| m | 54708 | 10.6% | |
| M | 47055 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| / | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 414741 | 80.3% | |
| Uppercase Letter | 101769 | 19.7% | |
| Other Punctuation | 3 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 54708 | 53.8% | |
| M | 47055 | 46.2% | |
| U | 3 | < 0.1% | |
| I | 3 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 156471 | 37.7% | |
| a | 101766 | 24.5% | |
| l | 101766 | 24.5% | |
| m | 54708 | 13.2% | |
| n | 12 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 3 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 516510 | > 99.9% | |
| Common | 3 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 156471 | 30.3% | |
| a | 101766 | 19.7% | |
| l | 101766 | 19.7% | |
| F | 54708 | 10.6% | |
| m | 54708 | 10.6% | |
| M | 47055 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| / | 3 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 516513 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 156471 | 30.3% | |
| a | 101766 | 19.7% | |
| l | 101766 | 19.7% | |
| F | 54708 | 10.6% | |
| m | 54708 | 10.6% | |
| M | 47055 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| / | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
age
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| [70-80) | |
|---|---|
| [60-70) | |
| [50-60) | |
| [80-90) | |
| [40-50) | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| [70-80) | 26068 | 25.6% | |
| [60-70) | 22483 | 22.1% | |
| [50-60) | 17256 | 17.0% | |
| [80-90) | 17197 | 16.9% | |
| [40-50) | 9685 | 9.5% | |
| [30-40) | 3775 | 3.7% | |
| [90-100) | 2793 | 2.7% | |
| [20-30) | 1657 | 1.6% | |
| [10-20) | 691 | 0.7% | |
| [0-10) | 161 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.025863255 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 206325 | 28.9% | |
| [ | 101766 | 14.2% | |
| - | 101766 | 14.2% | |
| ) | 101766 | 14.2% | |
| 7 | 48551 | 6.8% | |
| 8 | 43265 | 6.1% | |
| 6 | 39739 | 5.6% | |
| 5 | 26941 | 3.8% | |
| 9 | 19990 | 2.8% | |
| 4 | 13460 | 1.9% | |
| 3 | 5432 | 0.8% | |
| 1 | 3645 | 0.5% | |
| 2 | 2348 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 409696 | 57.3% | |
| Open Punctuation | 101766 | 14.2% | |
| Dash Punctuation | 101766 | 14.2% | |
| Close Punctuation | 101766 | 14.2% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| [ | 101766 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 206325 | 50.4% | |
| 7 | 48551 | 11.9% | |
| 8 | 43265 | 10.6% | |
| 6 | 39739 | 9.7% | |
| 5 | 26941 | 6.6% | |
| 9 | 19990 | 4.9% | |
| 4 | 13460 | 3.3% | |
| 3 | 5432 | 1.3% | |
| 1 | 3645 | 0.9% | |
| 2 | 2348 | 0.6% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 101766 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 101766 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 714994 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 206325 | 28.9% | |
| [ | 101766 | 14.2% | |
| - | 101766 | 14.2% | |
| ) | 101766 | 14.2% | |
| 7 | 48551 | 6.8% | |
| 8 | 43265 | 6.1% | |
| 6 | 39739 | 5.6% | |
| 5 | 26941 | 3.8% | |
| 9 | 19990 | 2.8% | |
| 4 | 13460 | 1.9% | |
| 3 | 5432 | 0.8% | |
| 1 | 3645 | 0.5% | |
| 2 | 2348 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 714994 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 206325 | 28.9% | |
| [ | 101766 | 14.2% | |
| - | 101766 | 14.2% | |
| ) | 101766 | 14.2% | |
| 7 | 48551 | 6.8% | |
| 8 | 43265 | 6.1% | |
| 6 | 39739 | 5.6% | |
| 5 | 26941 | 3.8% | |
| 9 | 19990 | 2.8% | |
| 4 | 13460 | 1.9% | |
| 3 | 5432 | 0.8% | |
| 1 | 3645 | 0.5% | |
| 2 | 2348 | 0.3% |
weight
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| ? | |
|---|---|
| [75-100) | 1336 |
| [50-75) | 897 |
| [100-125) | 625 |
| [125-150) | 145 |
| Other values (5) | 194 |
| Value | Count | Frequency (%) | |
| ? | 98569 | 96.9% | |
| [75-100) | 1336 | 1.3% | |
| [50-75) | 897 | 0.9% | |
| [100-125) | 625 | 0.6% | |
| [125-150) | 145 | 0.1% | |
| [25-50) | 97 | 0.1% | |
| [0-25) | 48 | < 0.1% | |
| [150-175) | 35 | < 0.1% | |
| [175-200) | 11 | < 0.1% | |
| >200 | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 1 |
| Mean length | 1.217096083 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| ? | 98569 | 79.6% | |
| 0 | 5172 | 4.2% | |
| 5 | 4368 | 3.5% | |
| [ | 3194 | 2.6% | |
| - | 3194 | 2.6% | |
| ) | 3194 | 2.6% | |
| 1 | 2957 | 2.4% | |
| 7 | 2279 | 1.8% | |
| 2 | 929 | 0.8% | |
| > | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Other Punctuation | 98569 | 79.6% | |
| Decimal Number | 15705 | 12.7% | |
| Open Punctuation | 3194 | 2.6% | |
| Dash Punctuation | 3194 | 2.6% | |
| Close Punctuation | 3194 | 2.6% | |
| Math Symbol | 3 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 98569 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| [ | 3194 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 5172 | 32.9% | |
| 5 | 4368 | 27.8% | |
| 1 | 2957 | 18.8% | |
| 7 | 2279 | 14.5% | |
| 2 | 929 | 5.9% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 3194 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 3194 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 3 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 123859 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 98569 | 79.6% | |
| 0 | 5172 | 4.2% | |
| 5 | 4368 | 3.5% | |
| [ | 3194 | 2.6% | |
| - | 3194 | 2.6% | |
| ) | 3194 | 2.6% | |
| 1 | 2957 | 2.4% | |
| 7 | 2279 | 1.8% | |
| 2 | 929 | 0.8% | |
| > | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 123859 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| ? | 98569 | 79.6% | |
| 0 | 5172 | 4.2% | |
| 5 | 4368 | 3.5% | |
| [ | 3194 | 2.6% | |
| - | 3194 | 2.6% | |
| ) | 3194 | 2.6% | |
| 1 | 2957 | 2.4% | |
| 7 | 2279 | 1.8% | |
| 2 | 929 | 0.8% | |
| > | 3 | < 0.1% |
admission_type_id
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.024006053 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.44540283 |
|---|---|
| Coefficient of variation (CV) | 0.7141296972 |
| Kurtosis | 1.942476114 |
| Mean | 2.024006053 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.591984327 |
| Sum | 205975 |
| Variance | 2.08918934 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 53990 | 53.1% | |
| 3 | 18869 | 18.5% | |
| 2 | 18480 | 18.2% | |
| 6 | 5291 | 5.2% | |
| 5 | 4785 | 4.7% | |
| 8 | 320 | 0.3% | |
| 7 | 21 | < 0.1% | |
| 4 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 53990 | 53.1% | |
| 2 | 18480 | 18.2% | |
| 3 | 18869 | 18.5% | |
| 4 | 10 | < 0.1% | |
| 5 | 4785 | 4.7% | |
| 6 | 5291 | 5.2% | |
| 7 | 21 | < 0.1% | |
| 8 | 320 | 0.3% |
| Value | Count | Frequency (%) | |
| 8 | 320 | 0.3% | |
| 7 | 21 | < 0.1% | |
| 6 | 5291 | 5.2% | |
| 5 | 4785 | 4.7% | |
| 4 | 10 | < 0.1% | |
| 3 | 18869 | 18.5% | |
| 2 | 18480 | 18.2% | |
| 1 | 53990 | 53.1% |
discharge_disposition_id
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.715641766 |
|---|---|
| Minimum | 1 |
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.280165509 |
|---|---|
| Coefficient of variation (CV) | 1.421064204 |
| Kurtosis | 6.003346764 |
| Mean | 3.715641766 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.563066993 |
| Sum | 378126 |
| Variance | 27.88014781 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) | |
| 1 | 60234 | 59.2% | |
| 3 | 13954 | 13.7% | |
| 6 | 12902 | 12.7% | |
| 18 | 3691 | 3.6% | |
| 2 | 2128 | 2.1% | |
| 22 | 1993 | 2.0% | |
| 11 | 1642 | 1.6% | |
| 5 | 1184 | 1.2% | |
| 25 | 989 | 1.0% | |
| 4 | 815 | 0.8% | |
| 7 | 623 | 0.6% | |
| 23 | 412 | 0.4% | |
| 13 | 399 | 0.4% | |
| 14 | 372 | 0.4% | |
| 28 | 139 | 0.1% | |
| 8 | 108 | 0.1% | |
| 15 | 63 | 0.1% | |
| 24 | 48 | < 0.1% | |
| 9 | 21 | < 0.1% | |
| 17 | 14 | < 0.1% | |
| 16 | 11 | < 0.1% | |
| 19 | 8 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 27 | 5 | < 0.1% | |
| 12 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 60234 | 59.2% | |
| 2 | 2128 | 2.1% | |
| 3 | 13954 | 13.7% | |
| 4 | 815 | 0.8% | |
| 5 | 1184 | 1.2% | |
| 6 | 12902 | 12.7% | |
| 7 | 623 | 0.6% | |
| 8 | 108 | 0.1% | |
| 9 | 21 | < 0.1% | |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 28 | 139 | 0.1% | |
| 27 | 5 | < 0.1% | |
| 25 | 989 | 1.0% | |
| 24 | 48 | < 0.1% | |
| 23 | 412 | 0.4% | |
| 22 | 1993 | 2.0% | |
| 20 | 2 | < 0.1% | |
| 19 | 8 | < 0.1% | |
| 18 | 3691 | 3.6% | |
| 17 | 14 | < 0.1% |
admission_source_id
Real number (ℝ≥0)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.754436649 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 17 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.064080834 |
|---|---|
| Coefficient of variation (CV) | 0.7062517293 |
| Kurtosis | 1.744989372 |
| Mean | 5.754436649 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.029934878 |
| Sum | 585606 |
| Variance | 16.51675303 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 7 | 57494 | 56.5% | |
| 1 | 29565 | 29.1% | |
| 17 | 6781 | 6.7% | |
| 4 | 3187 | 3.1% | |
| 6 | 2264 | 2.2% | |
| 2 | 1104 | 1.1% | |
| 5 | 855 | 0.8% | |
| 3 | 187 | 0.2% | |
| 20 | 161 | 0.2% | |
| 9 | 125 | 0.1% | |
| 8 | 16 | < 0.1% | |
| 22 | 12 | < 0.1% | |
| 10 | 8 | < 0.1% | |
| 14 | 2 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 29565 | 29.1% | |
| 2 | 1104 | 1.1% | |
| 3 | 187 | 0.2% | |
| 4 | 3187 | 3.1% | |
| 5 | 855 | 0.8% | |
| 6 | 2264 | 2.2% | |
| 7 | 57494 | 56.5% | |
| 8 | 16 | < 0.1% | |
| 9 | 125 | 0.1% | |
| 10 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25 | 2 | < 0.1% | |
| 22 | 12 | < 0.1% | |
| 20 | 161 | 0.2% | |
| 17 | 6781 | 6.7% | |
| 14 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 10 | 8 | < 0.1% | |
| 9 | 125 | 0.1% | |
| 8 | 16 | < 0.1% |
time_in_hospital
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.395986872 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.985107767 |
|---|---|
| Coefficient of variation (CV) | 0.6790529304 |
| Kurtosis | 0.8502508405 |
| Mean | 4.395986872 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.133998719 |
| Sum | 447362 |
| Variance | 8.910868383 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 3 | 17756 | 17.4% | |
| 2 | 17224 | 16.9% | |
| 1 | 14208 | 14.0% | |
| 4 | 13924 | 13.7% | |
| 5 | 9966 | 9.8% | |
| 6 | 7539 | 7.4% | |
| 7 | 5859 | 5.8% | |
| 8 | 4391 | 4.3% | |
| 9 | 3002 | 2.9% | |
| 10 | 2342 | 2.3% | |
| 11 | 1855 | 1.8% | |
| 12 | 1448 | 1.4% | |
| 13 | 1210 | 1.2% | |
| 14 | 1042 | 1.0% |
| Value | Count | Frequency (%) | |
| 1 | 14208 | 14.0% | |
| 2 | 17224 | 16.9% | |
| 3 | 17756 | 17.4% | |
| 4 | 13924 | 13.7% | |
| 5 | 9966 | 9.8% | |
| 6 | 7539 | 7.4% | |
| 7 | 5859 | 5.8% | |
| 8 | 4391 | 4.3% | |
| 9 | 3002 | 2.9% | |
| 10 | 2342 | 2.3% |
| Value | Count | Frequency (%) | |
| 14 | 1042 | 1.0% | |
| 13 | 1210 | 1.2% | |
| 12 | 1448 | 1.4% | |
| 11 | 1855 | 1.8% | |
| 10 | 2342 | 2.3% | |
| 9 | 3002 | 2.9% | |
| 8 | 4391 | 4.3% | |
| 7 | 5859 | 5.8% | |
| 6 | 7539 | 7.4% | |
| 5 | 9966 | 9.8% |
payer_code
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| ? | |
|---|---|
| MC | |
| HM | |
| SP | |
| BC | |
| Other values (13) |
| Value | Count | Frequency (%) | |
| ? | 40256 | 39.6% | |
| MC | 32439 | 31.9% | |
| HM | 6274 | 6.2% | |
| SP | 5007 | 4.9% | |
| BC | 4655 | 4.6% | |
| MD | 3532 | 3.5% | |
| CP | 2533 | 2.5% | |
| UN | 2448 | 2.4% | |
| CM | 1937 | 1.9% | |
| OG | 1033 | 1.0% | |
| PO | 592 | 0.6% | |
| DM | 549 | 0.5% | |
| CH | 146 | 0.1% | |
| WC | 135 | 0.1% | |
| OT | 95 | 0.1% | |
| MP | 79 | 0.1% | |
| SI | 55 | 0.1% | |
| FR | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.60442584 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| M | 44810 | 27.4% | |
| C | 41845 | 25.6% | |
| ? | 40256 | 24.7% | |
| P | 8211 | 5.0% | |
| H | 6420 | 3.9% | |
| S | 5062 | 3.1% | |
| B | 4655 | 2.9% | |
| D | 4081 | 2.5% | |
| U | 2448 | 1.5% | |
| N | 2448 | 1.5% | |
| O | 1720 | 1.1% | |
| G | 1033 | 0.6% | |
| W | 135 | 0.1% | |
| T | 95 | 0.1% | |
| I | 55 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 123020 | 75.3% | |
| Other Punctuation | 40256 | 24.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 40256 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 44810 | 36.4% | |
| C | 41845 | 34.0% | |
| P | 8211 | 6.7% | |
| H | 6420 | 5.2% | |
| S | 5062 | 4.1% | |
| B | 4655 | 3.8% | |
| D | 4081 | 3.3% | |
| U | 2448 | 2.0% | |
| N | 2448 | 2.0% | |
| O | 1720 | 1.4% | |
| G | 1033 | 0.8% | |
| W | 135 | 0.1% | |
| T | 95 | 0.1% | |
| I | 55 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 123020 | 75.3% | |
| Common | 40256 | 24.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 40256 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| M | 44810 | 36.4% | |
| C | 41845 | 34.0% | |
| P | 8211 | 6.7% | |
| H | 6420 | 5.2% | |
| S | 5062 | 4.1% | |
| B | 4655 | 3.8% | |
| D | 4081 | 3.3% | |
| U | 2448 | 2.0% | |
| N | 2448 | 2.0% | |
| O | 1720 | 1.4% | |
| G | 1033 | 0.8% | |
| W | 135 | 0.1% | |
| T | 95 | 0.1% | |
| I | 55 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 163276 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| M | 44810 | 27.4% | |
| C | 41845 | 25.6% | |
| ? | 40256 | 24.7% | |
| P | 8211 | 5.0% | |
| H | 6420 | 3.9% | |
| S | 5062 | 3.1% | |
| B | 4655 | 2.9% | |
| D | 4081 | 2.5% | |
| U | 2448 | 1.5% | |
| N | 2448 | 1.5% | |
| O | 1720 | 1.1% | |
| G | 1033 | 0.6% | |
| W | 135 | 0.1% | |
| T | 95 | 0.1% | |
| I | 55 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| ? | |
|---|---|
| InternalMedicine | |
| Emergency/Trauma | |
| Family/GeneralPractice | |
| Cardiology | |
| Other values (68) |
| Value | Count | Frequency (%) | |
| ? | 49949 | 49.1% | |
| InternalMedicine | 14635 | 14.4% | |
| Emergency/Trauma | 7565 | 7.4% | |
| Family/GeneralPractice | 7440 | 7.3% | |
| Cardiology | 5352 | 5.3% | |
| Surgery-General | 3099 | 3.0% | |
| Nephrology | 1613 | 1.6% | |
| Orthopedics | 1400 | 1.4% | |
| Orthopedics-Reconstructive | 1233 | 1.2% | |
| Radiologist | 1140 | 1.1% | |
| Pulmonology | 871 | 0.9% | |
| Psychiatry | 854 | 0.8% | |
| Urology | 685 | 0.7% | |
| ObstetricsandGynecology | 671 | 0.7% | |
| Surgery-Cardiovascular/Thoracic | 652 | 0.6% | |
| Gastroenterology | 564 | 0.6% | |
| Surgery-Vascular | 533 | 0.5% | |
| Surgery-Neuro | 468 | 0.5% | |
| PhysicalMedicineandRehabilitation | 391 | 0.4% | |
| Oncology | 348 | 0.3% | |
| Pediatrics | 254 | 0.2% | |
| Hematology/Oncology | 207 | 0.2% | |
| Neurology | 203 | 0.2% | |
| Pediatrics-Endocrinology | 159 | 0.2% | |
| Otolaryngology | 125 | 0.1% | |
| Other values (48) | 1355 | 1.3% |
Frequencies of value counts
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 36 |
|---|---|
| Median length | 8 |
| Mean length | 8.612670243 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 105151 | 12.0% | |
| r | 76899 | 8.8% | |
| a | 71149 | 8.1% | |
| n | 68798 | 7.8% | |
| i | 63308 | 7.2% | |
| c | 50007 | 5.7% | |
| ? | 49949 | 5.7% | |
| l | 48871 | 5.6% | |
| y | 34937 | 4.0% | |
| t | 34149 | 3.9% | |
| o | 34053 | 3.9% | |
| d | 27035 | 3.1% | |
| g | 25596 | 2.9% | |
| m | 23846 | 2.7% | |
| u | 16856 | 1.9% | |
| / | 15871 | 1.8% | |
| M | 15055 | 1.7% | |
| I | 14683 | 1.7% | |
| G | 11882 | 1.4% | |
| s | 10638 | 1.2% | |
| P | 10448 | 1.2% | |
| T | 8332 | 1.0% | |
| E | 7861 | 0.9% | |
| F | 7451 | 0.9% | |
| h | 6965 | 0.8% | |
| Other values (19) | 36687 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 705846 | 80.5% | |
| Uppercase Letter | 98148 | 11.2% | |
| Other Punctuation | 65856 | 7.5% | |
| Dash Punctuation | 6627 | 0.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 15055 | 15.3% | |
| I | 14683 | 15.0% | |
| G | 11882 | 12.1% | |
| P | 10448 | 10.6% | |
| T | 8332 | 8.5% | |
| E | 7861 | 8.0% | |
| F | 7451 | 7.6% | |
| C | 6307 | 6.4% | |
| S | 5156 | 5.3% | |
| O | 4146 | 4.2% | |
| R | 2847 | 2.9% | |
| N | 2307 | 2.4% | |
| U | 685 | 0.7% | |
| V | 533 | 0.5% | |
| H | 351 | 0.4% | |
| A | 55 | 0.1% | |
| D | 49 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 105151 | 14.9% | |
| r | 76899 | 10.9% | |
| a | 71149 | 10.1% | |
| n | 68798 | 9.7% | |
| i | 63308 | 9.0% | |
| c | 50007 | 7.1% | |
| l | 48871 | 6.9% | |
| y | 34937 | 4.9% | |
| t | 34149 | 4.8% | |
| o | 34053 | 4.8% | |
| d | 27035 | 3.8% | |
| g | 25596 | 3.6% | |
| m | 23846 | 3.4% | |
| u | 16856 | 2.4% | |
| s | 10638 | 1.5% | |
| h | 6965 | 1.0% | |
| p | 4416 | 0.6% | |
| v | 1996 | 0.3% | |
| b | 1114 | 0.2% | |
| f | 49 | < 0.1% | |
| x | 11 | < 0.1% | |
| w | 1 | < 0.1% | |
| k | 1 | < 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 6627 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 49949 | 75.8% | |
| / | 15871 | 24.1% | |
| & | 36 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 803994 | 91.7% | |
| Common | 72483 | 8.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 105151 | 13.1% | |
| r | 76899 | 9.6% | |
| a | 71149 | 8.8% | |
| n | 68798 | 8.6% | |
| i | 63308 | 7.9% | |
| c | 50007 | 6.2% | |
| l | 48871 | 6.1% | |
| y | 34937 | 4.3% | |
| t | 34149 | 4.2% | |
| o | 34053 | 4.2% | |
| d | 27035 | 3.4% | |
| g | 25596 | 3.2% | |
| m | 23846 | 3.0% | |
| u | 16856 | 2.1% | |
| M | 15055 | 1.9% | |
| I | 14683 | 1.8% | |
| G | 11882 | 1.5% | |
| s | 10638 | 1.3% | |
| P | 10448 | 1.3% | |
| T | 8332 | 1.0% | |
| E | 7861 | 1.0% | |
| F | 7451 | 0.9% | |
| h | 6965 | 0.9% | |
| C | 6307 | 0.8% | |
| S | 5156 | 0.6% | |
| Other values (15) | 18561 | 2.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 49949 | 68.9% | |
| / | 15871 | 21.9% | |
| - | 6627 | 9.1% | |
| & | 36 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 876477 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 105151 | 12.0% | |
| r | 76899 | 8.8% | |
| a | 71149 | 8.1% | |
| n | 68798 | 7.8% | |
| i | 63308 | 7.2% | |
| c | 50007 | 5.7% | |
| ? | 49949 | 5.7% | |
| l | 48871 | 5.6% | |
| y | 34937 | 4.0% | |
| t | 34149 | 3.9% | |
| o | 34053 | 3.9% | |
| d | 27035 | 3.1% | |
| g | 25596 | 2.9% | |
| m | 23846 | 2.7% | |
| u | 16856 | 1.9% | |
| / | 15871 | 1.8% | |
| M | 15055 | 1.7% | |
| I | 14683 | 1.7% | |
| G | 11882 | 1.4% | |
| s | 10638 | 1.2% | |
| P | 10448 | 1.2% | |
| T | 8332 | 1.0% | |
| E | 7861 | 0.9% | |
| F | 7451 | 0.9% | |
| h | 6965 | 0.8% | |
| Other values (19) | 36687 | 4.2% |
num_lab_procedures
Real number (ℝ≥0)
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.09564098 |
|---|---|
| Minimum | 1 |
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 31 |
| median | 44 |
| Q3 | 57 |
| 95-th percentile | 73 |
| Maximum | 132 |
| Range | 131 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.67436225 |
|---|---|
| Coefficient of variation (CV) | 0.4565278947 |
| Kurtosis | -0.2450735189 |
| Mean | 43.09564098 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.2365439206 |
| Sum | 4385671 |
| Variance | 387.0805299 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 3208 | 3.2% | |
| 43 | 2804 | 2.8% | |
| 44 | 2496 | 2.5% | |
| 45 | 2376 | 2.3% | |
| 38 | 2213 | 2.2% | |
| 40 | 2201 | 2.2% | |
| 46 | 2189 | 2.2% | |
| 41 | 2117 | 2.1% | |
| 42 | 2113 | 2.1% | |
| 47 | 2106 | 2.1% | |
| 39 | 2101 | 2.1% | |
| 37 | 2079 | 2.0% | |
| 49 | 2066 | 2.0% | |
| 48 | 2058 | 2.0% | |
| 36 | 1962 | 1.9% | |
| 51 | 1925 | 1.9% | |
| 50 | 1924 | 1.9% | |
| 35 | 1907 | 1.9% | |
| 54 | 1888 | 1.9% | |
| 56 | 1839 | 1.8% | |
| 52 | 1838 | 1.8% | |
| 55 | 1836 | 1.8% | |
| 53 | 1802 | 1.8% | |
| 57 | 1747 | 1.7% | |
| 58 | 1708 | 1.7% | |
| Other values (93) | 49263 | 48.4% |
| Value | Count | Frequency (%) | |
| 1 | 3208 | 3.2% | |
| 2 | 1101 | 1.1% | |
| 3 | 668 | 0.7% | |
| 4 | 378 | 0.4% | |
| 5 | 286 | 0.3% | |
| 6 | 282 | 0.3% | |
| 7 | 323 | 0.3% | |
| 8 | 366 | 0.4% | |
| 9 | 933 | 0.9% | |
| 10 | 838 | 0.8% |
| Value | Count | Frequency (%) | |
| 132 | 1 | < 0.1% | |
| 129 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 114 | 2 | < 0.1% | |
| 113 | 3 | < 0.1% | |
| 111 | 3 | < 0.1% | |
| 109 | 4 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.339730362 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 46652 |
| Zeros (%) | 45.8% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.705806979 |
|---|---|
| Coefficient of variation (CV) | 1.273246489 |
| Kurtosis | 0.8571103021 |
| Mean | 1.339730362 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.316414763 |
| Sum | 136339 |
| Variance | 2.90977745 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 46652 | 45.8% | |
| 1 | 20742 | 20.4% | |
| 2 | 12717 | 12.5% | |
| 3 | 9443 | 9.3% | |
| 6 | 4954 | 4.9% | |
| 4 | 4180 | 4.1% | |
| 5 | 3078 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 46652 | 45.8% | |
| 1 | 20742 | 20.4% | |
| 2 | 12717 | 12.5% | |
| 3 | 9443 | 9.3% | |
| 4 | 4180 | 4.1% | |
| 5 | 3078 | 3.0% | |
| 6 | 4954 | 4.9% |
| Value | Count | Frequency (%) | |
| 6 | 4954 | 4.9% | |
| 5 | 3078 | 3.0% | |
| 4 | 4180 | 4.1% | |
| 3 | 9443 | 9.3% | |
| 2 | 12717 | 12.5% | |
| 1 | 20742 | 20.4% | |
| 0 | 46652 | 45.8% |
num_medications
Real number (ℝ≥0)
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.02184423 |
|---|---|
| Minimum | 1 |
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 81 |
| Range | 80 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.127566209 |
|---|---|
| Coefficient of variation (CV) | 0.5072803163 |
| Kurtosis | 3.468154915 |
| Mean | 16.02184423 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.326672134 |
| Sum | 1630479 |
| Variance | 66.05733248 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13 | 6086 | 6.0% | |
| 12 | 6004 | 5.9% | |
| 11 | 5795 | 5.7% | |
| 15 | 5792 | 5.7% | |
| 14 | 5707 | 5.6% | |
| 16 | 5430 | 5.3% | |
| 10 | 5346 | 5.3% | |
| 17 | 4919 | 4.8% | |
| 9 | 4913 | 4.8% | |
| 18 | 4523 | 4.4% | |
| 8 | 4353 | 4.3% | |
| 19 | 4078 | 4.0% | |
| 20 | 3691 | 3.6% | |
| 7 | 3484 | 3.4% | |
| 21 | 3230 | 3.2% | |
| 22 | 2868 | 2.8% | |
| 6 | 2699 | 2.7% | |
| 23 | 2426 | 2.4% | |
| 24 | 2109 | 2.1% | |
| 5 | 2017 | 2.0% | |
| 25 | 1888 | 1.9% | |
| 26 | 1608 | 1.6% | |
| 27 | 1432 | 1.4% | |
| 4 | 1417 | 1.4% | |
| 28 | 1233 | 1.2% | |
| Other values (50) | 8718 | 8.6% |
| Value | Count | Frequency (%) | |
| 1 | 262 | 0.3% | |
| 2 | 470 | 0.5% | |
| 3 | 900 | 0.9% | |
| 4 | 1417 | 1.4% | |
| 5 | 2017 | 2.0% | |
| 6 | 2699 | 2.7% | |
| 7 | 3484 | 3.4% | |
| 8 | 4353 | 4.3% | |
| 9 | 4913 | 4.8% | |
| 10 | 5346 | 5.3% |
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 75 | 2 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 72 | 3 | < 0.1% | |
| 70 | 2 | < 0.1% | |
| 69 | 5 | < 0.1% | |
| 68 | 7 | < 0.1% | |
| 67 | 7 | < 0.1% | |
| 66 | 5 | < 0.1% |
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3693571527 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros | 85027 |
| Zeros (%) | 83.6% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.267265097 |
|---|---|
| Coefficient of variation (CV) | 3.431001911 |
| Kurtosis | 147.9077363 |
| Mean | 0.3693571527 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.832958927 |
| Sum | 37588 |
| Variance | 1.605960825 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) | |
| 0 | 85027 | 83.6% | |
| 1 | 8547 | 8.4% | |
| 2 | 3594 | 3.5% | |
| 3 | 2042 | 2.0% | |
| 4 | 1099 | 1.1% | |
| 5 | 533 | 0.5% | |
| 6 | 303 | 0.3% | |
| 7 | 155 | 0.2% | |
| 8 | 98 | 0.1% | |
| 9 | 83 | 0.1% | |
| 10 | 57 | 0.1% | |
| 11 | 42 | < 0.1% | |
| 13 | 31 | < 0.1% | |
| 12 | 30 | < 0.1% | |
| 14 | 28 | < 0.1% | |
| 15 | 20 | < 0.1% | |
| 16 | 15 | < 0.1% | |
| 17 | 8 | < 0.1% | |
| 21 | 7 | < 0.1% | |
| 20 | 7 | < 0.1% | |
| 18 | 5 | < 0.1% | |
| 22 | 5 | < 0.1% | |
| 19 | 3 | < 0.1% | |
| 27 | 3 | < 0.1% | |
| 24 | 3 | < 0.1% | |
| Other values (14) | 21 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 85027 | 83.6% | |
| 1 | 8547 | 8.4% | |
| 2 | 3594 | 3.5% | |
| 3 | 2042 | 2.0% | |
| 4 | 1099 | 1.1% | |
| 5 | 533 | 0.5% | |
| 6 | 303 | 0.3% | |
| 7 | 155 | 0.2% | |
| 8 | 98 | 0.1% | |
| 9 | 83 | 0.1% |
| Value | Count | Frequency (%) | |
| 42 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 35 | 2 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 33 | 2 | < 0.1% | |
| 29 | 2 | < 0.1% |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1978362125 |
|---|---|
| Minimum | 0 |
| Maximum | 76 |
| Zeros | 90383 |
| Zeros (%) | 88.8% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9304722684 |
|---|---|
| Coefficient of variation (CV) | 4.703245461 |
| Kurtosis | 1191.686726 |
| Mean | 0.1978362125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.85558215 |
| Sum | 20133 |
| Variance | 0.8657786423 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) | |
| 0 | 90383 | 88.8% | |
| 1 | 7677 | 7.5% | |
| 2 | 2042 | 2.0% | |
| 3 | 725 | 0.7% | |
| 4 | 374 | 0.4% | |
| 5 | 192 | 0.2% | |
| 6 | 94 | 0.1% | |
| 7 | 73 | 0.1% | |
| 8 | 50 | < 0.1% | |
| 10 | 34 | < 0.1% | |
| 9 | 33 | < 0.1% | |
| 11 | 23 | < 0.1% | |
| 13 | 12 | < 0.1% | |
| 12 | 10 | < 0.1% | |
| 22 | 6 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 18 | 5 | < 0.1% | |
| 19 | 4 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 15 | 3 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| Other values (8) | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 90383 | 88.8% | |
| 1 | 7677 | 7.5% | |
| 2 | 2042 | 2.0% | |
| 3 | 725 | 0.7% | |
| 4 | 374 | 0.4% | |
| 5 | 192 | 0.2% | |
| 6 | 94 | 0.1% | |
| 7 | 73 | 0.1% | |
| 8 | 50 | < 0.1% | |
| 9 | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| 76 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6355659061 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 67630 |
| Zeros (%) | 66.5% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.26286329 |
|---|---|
| Coefficient of variation (CV) | 1.986990299 |
| Kurtosis | 20.71939695 |
| Mean | 0.6355659061 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.614138992 |
| Sum | 64679 |
| Variance | 1.594823689 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 0 | 67630 | 66.5% | |
| 1 | 19521 | 19.2% | |
| 2 | 7566 | 7.4% | |
| 3 | 3411 | 3.4% | |
| 4 | 1622 | 1.6% | |
| 5 | 812 | 0.8% | |
| 6 | 480 | 0.5% | |
| 7 | 268 | 0.3% | |
| 8 | 151 | 0.1% | |
| 9 | 111 | 0.1% | |
| 10 | 61 | 0.1% | |
| 11 | 49 | < 0.1% | |
| 12 | 34 | < 0.1% | |
| 13 | 20 | < 0.1% | |
| 14 | 10 | < 0.1% | |
| 15 | 9 | < 0.1% | |
| 16 | 6 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 67630 | 66.5% | |
| 1 | 19521 | 19.2% | |
| 2 | 7566 | 7.4% | |
| 3 | 3411 | 3.4% | |
| 4 | 1622 | 1.6% | |
| 5 | 812 | 0.8% | |
| 6 | 480 | 0.5% | |
| 7 | 268 | 0.3% | |
| 8 | 151 | 0.1% | |
| 9 | 111 | 0.1% |
| Value | Count | Frequency (%) | |
| 21 | 1 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 16 | 6 | < 0.1% | |
| 15 | 9 | < 0.1% | |
| 14 | 10 | < 0.1% | |
| 13 | 20 | < 0.1% | |
| 12 | 34 | < 0.1% | |
| 11 | 49 | < 0.1% |
| Distinct | 717 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| 428 | 6862 |
|---|---|
| 414 | 6581 |
| 786 | 4016 |
| 410 | 3614 |
| 486 | 3508 |
| Other values (712) |
| Value | Count | Frequency (%) | |
| 428 | 6862 | 6.7% | |
| 414 | 6581 | 6.5% | |
| 786 | 4016 | 3.9% | |
| 410 | 3614 | 3.6% | |
| 486 | 3508 | 3.4% | |
| 427 | 2766 | 2.7% | |
| 491 | 2275 | 2.2% | |
| 715 | 2151 | 2.1% | |
| 682 | 2042 | 2.0% | |
| 434 | 2028 | 2.0% | |
| 780 | 2019 | 2.0% | |
| 996 | 1967 | 1.9% | |
| 276 | 1889 | 1.9% | |
| 38 | 1688 | 1.7% | |
| 250.8 | 1680 | 1.7% | |
| 599 | 1595 | 1.6% | |
| 584 | 1520 | 1.5% | |
| V57 | 1207 | 1.2% | |
| 250.6 | 1183 | 1.2% | |
| 518 | 1115 | 1.1% | |
| 820 | 1082 | 1.1% | |
| 577 | 1057 | 1.0% | |
| 493 | 1056 | 1.0% | |
| 435 | 1016 | 1.0% | |
| 562 | 989 | 1.0% | |
| Other values (692) | 44860 | 44.1% |
Frequencies of value counts
Unique
| Unique | 82 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.175215691 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 55457 | 17.2% | |
| 2 | 39876 | 12.3% | |
| 8 | 37949 | 11.7% | |
| 5 | 37131 | 11.5% | |
| 7 | 28668 | 8.9% | |
| 1 | 28106 | 8.7% | |
| 0 | 24960 | 7.7% | |
| 6 | 23198 | 7.2% | |
| 9 | 19978 | 6.2% | |
| 3 | 17618 | 5.5% | |
| . | 8522 | 2.6% | |
| V | 1644 | 0.5% | |
| ? | 21 | < 0.1% | |
| E | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 312941 | 96.8% | |
| Other Punctuation | 8543 | 2.6% | |
| Uppercase Letter | 1645 | 0.5% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 55457 | 17.7% | |
| 2 | 39876 | 12.7% | |
| 8 | 37949 | 12.1% | |
| 5 | 37131 | 11.9% | |
| 7 | 28668 | 9.2% | |
| 1 | 28106 | 9.0% | |
| 0 | 24960 | 8.0% | |
| 6 | 23198 | 7.4% | |
| 9 | 19978 | 6.4% | |
| 3 | 17618 | 5.6% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 8522 | 99.8% | |
| ? | 21 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 1644 | 99.9% | |
| E | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 321484 | 99.5% | |
| Latin | 1645 | 0.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 55457 | 17.3% | |
| 2 | 39876 | 12.4% | |
| 8 | 37949 | 11.8% | |
| 5 | 37131 | 11.5% | |
| 7 | 28668 | 8.9% | |
| 1 | 28106 | 8.7% | |
| 0 | 24960 | 7.8% | |
| 6 | 23198 | 7.2% | |
| 9 | 19978 | 6.2% | |
| 3 | 17618 | 5.5% | |
| . | 8522 | 2.7% | |
| ? | 21 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 1644 | 99.9% | |
| E | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 323129 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 55457 | 17.2% | |
| 2 | 39876 | 12.3% | |
| 8 | 37949 | 11.7% | |
| 5 | 37131 | 11.5% | |
| 7 | 28668 | 8.9% | |
| 1 | 28106 | 8.7% | |
| 0 | 24960 | 7.7% | |
| 6 | 23198 | 7.2% | |
| 9 | 19978 | 6.2% | |
| 3 | 17618 | 5.5% | |
| . | 8522 | 2.6% | |
| V | 1644 | 0.5% | |
| ? | 21 | < 0.1% | |
| E | 1 | < 0.1% |
| Distinct | 749 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| 276 | 6752 |
|---|---|
| 428 | 6662 |
| 250 | 6071 |
| 427 | 5036 |
| 401 | 3736 |
| Other values (744) |
| Value | Count | Frequency (%) | |
| 276 | 6752 | 6.6% | |
| 428 | 6662 | 6.5% | |
| 250 | 6071 | 6.0% | |
| 427 | 5036 | 4.9% | |
| 401 | 3736 | 3.7% | |
| 496 | 3305 | 3.2% | |
| 599 | 3288 | 3.2% | |
| 403 | 2823 | 2.8% | |
| 414 | 2650 | 2.6% | |
| 411 | 2566 | 2.5% | |
| 250.02 | 2074 | 2.0% | |
| 707 | 1999 | 2.0% | |
| 585 | 1871 | 1.8% | |
| 584 | 1649 | 1.6% | |
| 491 | 1545 | 1.5% | |
| 250.01 | 1523 | 1.5% | |
| 285 | 1520 | 1.5% | |
| 780 | 1491 | 1.5% | |
| 425 | 1434 | 1.4% | |
| 682 | 1433 | 1.4% | |
| 486 | 1379 | 1.4% | |
| 518 | 1355 | 1.3% | |
| 424 | 1071 | 1.1% | |
| 413 | 1042 | 1.0% | |
| 250.6 | 895 | 0.9% | |
| Other values (724) | 36596 | 36.0% |
Frequencies of value counts
Unique
| Unique | 124 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.166194996 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 51155 | 15.9% | |
| 2 | 49765 | 15.4% | |
| 5 | 38176 | 11.8% | |
| 0 | 34046 | 10.6% | |
| 8 | 28711 | 8.9% | |
| 7 | 28654 | 8.9% | |
| 1 | 26158 | 8.1% | |
| 9 | 21842 | 6.8% | |
| 6 | 19990 | 6.2% | |
| 3 | 14097 | 4.4% | |
| . | 6723 | 2.1% | |
| V | 1805 | 0.6% | |
| E | 731 | 0.2% | |
| ? | 358 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 312594 | 97.0% | |
| Other Punctuation | 7081 | 2.2% | |
| Uppercase Letter | 2536 | 0.8% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 6723 | 94.9% | |
| ? | 358 | 5.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 51155 | 16.4% | |
| 2 | 49765 | 15.9% | |
| 5 | 38176 | 12.2% | |
| 0 | 34046 | 10.9% | |
| 8 | 28711 | 9.2% | |
| 7 | 28654 | 9.2% | |
| 1 | 26158 | 8.4% | |
| 9 | 21842 | 7.0% | |
| 6 | 19990 | 6.4% | |
| 3 | 14097 | 4.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 1805 | 71.2% | |
| E | 731 | 28.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 319675 | 99.2% | |
| Latin | 2536 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 51155 | 16.0% | |
| 2 | 49765 | 15.6% | |
| 5 | 38176 | 11.9% | |
| 0 | 34046 | 10.7% | |
| 8 | 28711 | 9.0% | |
| 7 | 28654 | 9.0% | |
| 1 | 26158 | 8.2% | |
| 9 | 21842 | 6.8% | |
| 6 | 19990 | 6.3% | |
| 3 | 14097 | 4.4% | |
| . | 6723 | 2.1% | |
| ? | 358 | 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 1805 | 71.2% | |
| E | 731 | 28.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 322211 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 51155 | 15.9% | |
| 2 | 49765 | 15.4% | |
| 5 | 38176 | 11.8% | |
| 0 | 34046 | 10.6% | |
| 8 | 28711 | 8.9% | |
| 7 | 28654 | 8.9% | |
| 1 | 26158 | 8.1% | |
| 9 | 21842 | 6.8% | |
| 6 | 19990 | 6.2% | |
| 3 | 14097 | 4.4% | |
| . | 6723 | 2.1% | |
| V | 1805 | 0.6% | |
| E | 731 | 0.2% | |
| ? | 358 | 0.1% |
| Distinct | 790 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| 250 | |
|---|---|
| 401 | |
| 276 | 5175 |
| 428 | 4577 |
| 427 | 3955 |
| Other values (785) |
| Value | Count | Frequency (%) | |
| 250 | 11555 | 11.4% | |
| 401 | 8289 | 8.1% | |
| 276 | 5175 | 5.1% | |
| 428 | 4577 | 4.5% | |
| 427 | 3955 | 3.9% | |
| 414 | 3664 | 3.6% | |
| 496 | 2605 | 2.6% | |
| 403 | 2357 | 2.3% | |
| 585 | 1992 | 2.0% | |
| 272 | 1969 | 1.9% | |
| 599 | 1941 | 1.9% | |
| ? | 1423 | 1.4% | |
| V45 | 1389 | 1.4% | |
| 250.02 | 1369 | 1.3% | |
| 707 | 1360 | 1.3% | |
| 780 | 1334 | 1.3% | |
| 285 | 1200 | 1.2% | |
| 425 | 1136 | 1.1% | |
| 250.6 | 1080 | 1.1% | |
| 424 | 1063 | 1.0% | |
| 584 | 963 | 0.9% | |
| 305 | 924 | 0.9% | |
| 250.01 | 915 | 0.9% | |
| 682 | 887 | 0.9% | |
| 518 | 854 | 0.8% | |
| Other values (765) | 37790 | 37.1% |
Frequencies of value counts
Unique
| Unique | 122 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.111658118 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 51244 | 16.2% | |
| 4 | 49252 | 15.6% | |
| 5 | 41260 | 13.0% | |
| 0 | 39711 | 12.5% | |
| 7 | 26504 | 8.4% | |
| 1 | 24684 | 7.8% | |
| 8 | 23825 | 7.5% | |
| 9 | 17323 | 5.5% | |
| 6 | 16441 | 5.2% | |
| 3 | 14333 | 4.5% | |
| . | 5603 | 1.8% | |
| V | 3814 | 1.2% | |
| ? | 1423 | 0.4% | |
| E | 1244 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 304577 | 96.2% | |
| Other Punctuation | 7026 | 2.2% | |
| Uppercase Letter | 5058 | 1.6% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 5603 | 79.7% | |
| ? | 1423 | 20.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 51244 | 16.8% | |
| 4 | 49252 | 16.2% | |
| 5 | 41260 | 13.5% | |
| 0 | 39711 | 13.0% | |
| 7 | 26504 | 8.7% | |
| 1 | 24684 | 8.1% | |
| 8 | 23825 | 7.8% | |
| 9 | 17323 | 5.7% | |
| 6 | 16441 | 5.4% | |
| 3 | 14333 | 4.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 3814 | 75.4% | |
| E | 1244 | 24.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 311603 | 98.4% | |
| Latin | 5058 | 1.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 51244 | 16.4% | |
| 4 | 49252 | 15.8% | |
| 5 | 41260 | 13.2% | |
| 0 | 39711 | 12.7% | |
| 7 | 26504 | 8.5% | |
| 1 | 24684 | 7.9% | |
| 8 | 23825 | 7.6% | |
| 9 | 17323 | 5.6% | |
| 6 | 16441 | 5.3% | |
| 3 | 14333 | 4.6% | |
| . | 5603 | 1.8% | |
| ? | 1423 | 0.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 3814 | 75.4% | |
| E | 1244 | 24.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 316661 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 51244 | 16.2% | |
| 4 | 49252 | 15.6% | |
| 5 | 41260 | 13.0% | |
| 0 | 39711 | 12.5% | |
| 7 | 26504 | 8.4% | |
| 1 | 24684 | 7.8% | |
| 8 | 23825 | 7.5% | |
| 9 | 17323 | 5.5% | |
| 6 | 16441 | 5.2% | |
| 3 | 14333 | 4.5% | |
| . | 5603 | 1.8% | |
| V | 3814 | 1.2% | |
| ? | 1423 | 0.4% | |
| E | 1244 | 0.4% |
number_diagnoses
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.422606765 |
|---|---|
| Minimum | 1 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 795.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.933600145 |
|---|---|
| Coefficient of variation (CV) | 0.2605014931 |
| Kurtosis | -0.07905602427 |
| Mean | 7.422606765 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8767462388 |
| Sum | 755369 |
| Variance | 3.738809521 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 9 | 49474 | 48.6% | |
| 5 | 11393 | 11.2% | |
| 8 | 10616 | 10.4% | |
| 7 | 10393 | 10.2% | |
| 6 | 10161 | 10.0% | |
| 4 | 5537 | 5.4% | |
| 3 | 2835 | 2.8% | |
| 2 | 1023 | 1.0% | |
| 1 | 219 | 0.2% | |
| 16 | 45 | < 0.1% | |
| 10 | 17 | < 0.1% | |
| 13 | 16 | < 0.1% | |
| 11 | 11 | < 0.1% | |
| 15 | 10 | < 0.1% | |
| 12 | 9 | < 0.1% | |
| 14 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 219 | 0.2% | |
| 2 | 1023 | 1.0% | |
| 3 | 2835 | 2.8% | |
| 4 | 5537 | 5.4% | |
| 5 | 11393 | 11.2% | |
| 6 | 10161 | 10.0% | |
| 7 | 10393 | 10.2% | |
| 8 | 10616 | 10.4% | |
| 9 | 49474 | 48.6% | |
| 10 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16 | 45 | < 0.1% | |
| 15 | 10 | < 0.1% | |
| 14 | 7 | < 0.1% | |
| 13 | 16 | < 0.1% | |
| 12 | 9 | < 0.1% | |
| 11 | 11 | < 0.1% | |
| 10 | 17 | < 0.1% | |
| 9 | 49474 | 48.6% | |
| 8 | 10616 | 10.4% | |
| 7 | 10393 | 10.2% |
max_glu_serum
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| None | |
|---|---|
| Norm | 2597 |
| >200 | 1485 |
| >300 | 1264 |
| Value | Count | Frequency (%) | |
| None | 96420 | 94.7% | |
| Norm | 2597 | 2.6% | |
| >200 | 1485 | 1.5% | |
| >300 | 1264 | 1.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 99017 | 24.3% | |
| o | 99017 | 24.3% | |
| n | 96420 | 23.7% | |
| e | 96420 | 23.7% | |
| 0 | 5498 | 1.4% | |
| > | 2749 | 0.7% | |
| r | 2597 | 0.6% | |
| m | 2597 | 0.6% | |
| 2 | 1485 | 0.4% | |
| 3 | 1264 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 297051 | 73.0% | |
| Uppercase Letter | 99017 | 24.3% | |
| Decimal Number | 8247 | 2.0% | |
| Math Symbol | 2749 | 0.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 99017 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 99017 | 33.3% | |
| n | 96420 | 32.5% | |
| e | 96420 | 32.5% | |
| r | 2597 | 0.9% | |
| m | 2597 | 0.9% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 2749 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 5498 | 66.7% | |
| 2 | 1485 | 18.0% | |
| 3 | 1264 | 15.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 396068 | 97.3% | |
| Common | 10996 | 2.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 99017 | 25.0% | |
| o | 99017 | 25.0% | |
| n | 96420 | 24.3% | |
| e | 96420 | 24.3% | |
| r | 2597 | 0.7% | |
| m | 2597 | 0.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 5498 | 50.0% | |
| > | 2749 | 25.0% | |
| 2 | 1485 | 13.5% | |
| 3 | 1264 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 407064 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 99017 | 24.3% | |
| o | 99017 | 24.3% | |
| n | 96420 | 23.7% | |
| e | 96420 | 23.7% | |
| 0 | 5498 | 1.4% | |
| > | 2749 | 0.7% | |
| r | 2597 | 0.6% | |
| m | 2597 | 0.6% | |
| 2 | 1485 | 0.4% | |
| 3 | 1264 | 0.3% |
A1Cresult
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| None | |
|---|---|
| >8 | 8216 |
| Norm | 4990 |
| >7 | 3812 |
| Value | Count | Frequency (%) | |
| None | 84748 | 83.3% | |
| >8 | 8216 | 8.1% | |
| Norm | 4990 | 4.9% | |
| >7 | 3812 | 3.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.763614567 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 89738 | 23.4% | |
| o | 89738 | 23.4% | |
| n | 84748 | 22.1% | |
| e | 84748 | 22.1% | |
| > | 12028 | 3.1% | |
| 8 | 8216 | 2.1% | |
| r | 4990 | 1.3% | |
| m | 4990 | 1.3% | |
| 7 | 3812 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 269214 | 70.3% | |
| Uppercase Letter | 89738 | 23.4% | |
| Math Symbol | 12028 | 3.1% | |
| Decimal Number | 12028 | 3.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 89738 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 89738 | 33.3% | |
| n | 84748 | 31.5% | |
| e | 84748 | 31.5% | |
| r | 4990 | 1.9% | |
| m | 4990 | 1.9% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 12028 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 8216 | 68.3% | |
| 7 | 3812 | 31.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 358952 | 93.7% | |
| Common | 24056 | 6.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 89738 | 25.0% | |
| o | 89738 | 25.0% | |
| n | 84748 | 23.6% | |
| e | 84748 | 23.6% | |
| r | 4990 | 1.4% | |
| m | 4990 | 1.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| > | 12028 | 50.0% | |
| 8 | 8216 | 34.2% | |
| 7 | 3812 | 15.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 383008 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 89738 | 23.4% | |
| o | 89738 | 23.4% | |
| n | 84748 | 22.1% | |
| e | 84748 | 22.1% | |
| > | 12028 | 3.1% | |
| 8 | 8216 | 2.1% | |
| r | 4990 | 1.3% | |
| m | 4990 | 1.3% | |
| 7 | 3812 | 1.0% |
metformin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | |
| Up | 1067 |
| Down | 575 |
| Value | Count | Frequency (%) | |
| No | 81778 | 80.4% | |
| Steady | 18346 | 18.0% | |
| Up | 1067 | 1.0% | |
| Down | 575 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.732405715 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 82353 | 29.6% | |
| N | 81778 | 29.4% | |
| S | 18346 | 6.6% | |
| t | 18346 | 6.6% | |
| e | 18346 | 6.6% | |
| a | 18346 | 6.6% | |
| d | 18346 | 6.6% | |
| y | 18346 | 6.6% | |
| U | 1067 | 0.4% | |
| p | 1067 | 0.4% | |
| D | 575 | 0.2% | |
| w | 575 | 0.2% | |
| n | 575 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 176300 | 63.4% | |
| Uppercase Letter | 101766 | 36.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 81778 | 80.4% | |
| S | 18346 | 18.0% | |
| U | 1067 | 1.0% | |
| D | 575 | 0.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 82353 | 46.7% | |
| t | 18346 | 10.4% | |
| e | 18346 | 10.4% | |
| a | 18346 | 10.4% | |
| d | 18346 | 10.4% | |
| y | 18346 | 10.4% | |
| p | 1067 | 0.6% | |
| w | 575 | 0.3% | |
| n | 575 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 278066 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 82353 | 29.6% | |
| N | 81778 | 29.4% | |
| S | 18346 | 6.6% | |
| t | 18346 | 6.6% | |
| e | 18346 | 6.6% | |
| a | 18346 | 6.6% | |
| d | 18346 | 6.6% | |
| y | 18346 | 6.6% | |
| U | 1067 | 0.4% | |
| p | 1067 | 0.4% | |
| D | 575 | 0.2% | |
| w | 575 | 0.2% | |
| n | 575 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 278066 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 82353 | 29.6% | |
| N | 81778 | 29.4% | |
| S | 18346 | 6.6% | |
| t | 18346 | 6.6% | |
| e | 18346 | 6.6% | |
| a | 18346 | 6.6% | |
| d | 18346 | 6.6% | |
| y | 18346 | 6.6% | |
| U | 1067 | 0.4% | |
| p | 1067 | 0.4% | |
| D | 575 | 0.2% | |
| w | 575 | 0.2% | |
| n | 575 | 0.2% |
repaglinide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 1384 |
| Up | 110 |
| Down | 45 |
| Value | Count | Frequency (%) | |
| No | 100227 | 98.5% | |
| Steady | 1384 | 1.4% | |
| Up | 110 | 0.1% | |
| Down | 45 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.05528369 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 100272 | 47.9% | |
| N | 100227 | 47.9% | |
| S | 1384 | 0.7% | |
| t | 1384 | 0.7% | |
| e | 1384 | 0.7% | |
| a | 1384 | 0.7% | |
| d | 1384 | 0.7% | |
| y | 1384 | 0.7% | |
| U | 110 | 0.1% | |
| p | 110 | 0.1% | |
| D | 45 | < 0.1% | |
| w | 45 | < 0.1% | |
| n | 45 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 107392 | 51.3% | |
| Uppercase Letter | 101766 | 48.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 100227 | 98.5% | |
| S | 1384 | 1.4% | |
| U | 110 | 0.1% | |
| D | 45 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 100272 | 93.4% | |
| t | 1384 | 1.3% | |
| e | 1384 | 1.3% | |
| a | 1384 | 1.3% | |
| d | 1384 | 1.3% | |
| y | 1384 | 1.3% | |
| p | 110 | 0.1% | |
| w | 45 | < 0.1% | |
| n | 45 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 209158 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 100272 | 47.9% | |
| N | 100227 | 47.9% | |
| S | 1384 | 0.7% | |
| t | 1384 | 0.7% | |
| e | 1384 | 0.7% | |
| a | 1384 | 0.7% | |
| d | 1384 | 0.7% | |
| y | 1384 | 0.7% | |
| U | 110 | 0.1% | |
| p | 110 | 0.1% | |
| D | 45 | < 0.1% | |
| w | 45 | < 0.1% | |
| n | 45 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 209158 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 100272 | 47.9% | |
| N | 100227 | 47.9% | |
| S | 1384 | 0.7% | |
| t | 1384 | 0.7% | |
| e | 1384 | 0.7% | |
| a | 1384 | 0.7% | |
| d | 1384 | 0.7% | |
| y | 1384 | 0.7% | |
| U | 110 | 0.1% | |
| p | 110 | 0.1% | |
| D | 45 | < 0.1% | |
| w | 45 | < 0.1% | |
| n | 45 | < 0.1% |
nateglinide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 668 |
| Up | 24 |
| Down | 11 |
| Value | Count | Frequency (%) | |
| No | 101063 | 99.3% | |
| Steady | 668 | 0.7% | |
| Up | 24 | < 0.1% | |
| Down | 11 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.026472496 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 101074 | 49.0% | |
| N | 101063 | 49.0% | |
| S | 668 | 0.3% | |
| t | 668 | 0.3% | |
| e | 668 | 0.3% | |
| a | 668 | 0.3% | |
| d | 668 | 0.3% | |
| y | 668 | 0.3% | |
| U | 24 | < 0.1% | |
| p | 24 | < 0.1% | |
| D | 11 | < 0.1% | |
| w | 11 | < 0.1% | |
| n | 11 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 104460 | 50.7% | |
| Uppercase Letter | 101766 | 49.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101063 | 99.3% | |
| S | 668 | 0.7% | |
| U | 24 | < 0.1% | |
| D | 11 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101074 | 96.8% | |
| t | 668 | 0.6% | |
| e | 668 | 0.6% | |
| a | 668 | 0.6% | |
| d | 668 | 0.6% | |
| y | 668 | 0.6% | |
| p | 24 | < 0.1% | |
| w | 11 | < 0.1% | |
| n | 11 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 206226 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 101074 | 49.0% | |
| N | 101063 | 49.0% | |
| S | 668 | 0.3% | |
| t | 668 | 0.3% | |
| e | 668 | 0.3% | |
| a | 668 | 0.3% | |
| d | 668 | 0.3% | |
| y | 668 | 0.3% | |
| U | 24 | < 0.1% | |
| p | 24 | < 0.1% | |
| D | 11 | < 0.1% | |
| w | 11 | < 0.1% | |
| n | 11 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 206226 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 101074 | 49.0% | |
| N | 101063 | 49.0% | |
| S | 668 | 0.3% | |
| t | 668 | 0.3% | |
| e | 668 | 0.3% | |
| a | 668 | 0.3% | |
| d | 668 | 0.3% | |
| y | 668 | 0.3% | |
| U | 24 | < 0.1% | |
| p | 24 | < 0.1% | |
| D | 11 | < 0.1% | |
| w | 11 | < 0.1% | |
| n | 11 | < 0.1% |
chlorpropamide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 79 |
| Up | 6 |
| Down | 1 |
| Value | Count | Frequency (%) | |
| No | 101680 | 99.9% | |
| Steady | 79 | 0.1% | |
| Up | 6 | < 0.1% | |
| Down | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.003124816 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 101681 | 49.9% | |
| N | 101680 | 49.9% | |
| S | 79 | < 0.1% | |
| t | 79 | < 0.1% | |
| e | 79 | < 0.1% | |
| a | 79 | < 0.1% | |
| d | 79 | < 0.1% | |
| y | 79 | < 0.1% | |
| U | 6 | < 0.1% | |
| p | 6 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 102084 | 50.1% | |
| Uppercase Letter | 101766 | 49.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101680 | 99.9% | |
| S | 79 | 0.1% | |
| U | 6 | < 0.1% | |
| D | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101681 | 99.6% | |
| t | 79 | 0.1% | |
| e | 79 | 0.1% | |
| a | 79 | 0.1% | |
| d | 79 | 0.1% | |
| y | 79 | 0.1% | |
| p | 6 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203850 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 101681 | 49.9% | |
| N | 101680 | 49.9% | |
| S | 79 | < 0.1% | |
| t | 79 | < 0.1% | |
| e | 79 | < 0.1% | |
| a | 79 | < 0.1% | |
| d | 79 | < 0.1% | |
| y | 79 | < 0.1% | |
| U | 6 | < 0.1% | |
| p | 6 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203850 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 101681 | 49.9% | |
| N | 101680 | 49.9% | |
| S | 79 | < 0.1% | |
| t | 79 | < 0.1% | |
| e | 79 | < 0.1% | |
| a | 79 | < 0.1% | |
| d | 79 | < 0.1% | |
| y | 79 | < 0.1% | |
| U | 6 | < 0.1% | |
| p | 6 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
glimepiride
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 4670 |
| Up | 327 |
| Down | 194 |
| Value | Count | Frequency (%) | |
| No | 96575 | 94.9% | |
| Steady | 4670 | 4.6% | |
| Up | 327 | 0.3% | |
| Down | 194 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.187371028 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 96769 | 43.5% | |
| N | 96575 | 43.4% | |
| S | 4670 | 2.1% | |
| t | 4670 | 2.1% | |
| e | 4670 | 2.1% | |
| a | 4670 | 2.1% | |
| d | 4670 | 2.1% | |
| y | 4670 | 2.1% | |
| U | 327 | 0.1% | |
| p | 327 | 0.1% | |
| D | 194 | 0.1% | |
| w | 194 | 0.1% | |
| n | 194 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 120834 | 54.3% | |
| Uppercase Letter | 101766 | 45.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 96575 | 94.9% | |
| S | 4670 | 4.6% | |
| U | 327 | 0.3% | |
| D | 194 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 96769 | 80.1% | |
| t | 4670 | 3.9% | |
| e | 4670 | 3.9% | |
| a | 4670 | 3.9% | |
| d | 4670 | 3.9% | |
| y | 4670 | 3.9% | |
| p | 327 | 0.3% | |
| w | 194 | 0.2% | |
| n | 194 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 222600 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 96769 | 43.5% | |
| N | 96575 | 43.4% | |
| S | 4670 | 2.1% | |
| t | 4670 | 2.1% | |
| e | 4670 | 2.1% | |
| a | 4670 | 2.1% | |
| d | 4670 | 2.1% | |
| y | 4670 | 2.1% | |
| U | 327 | 0.1% | |
| p | 327 | 0.1% | |
| D | 194 | 0.1% | |
| w | 194 | 0.1% | |
| n | 194 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 222600 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 96769 | 43.5% | |
| N | 96575 | 43.4% | |
| S | 4670 | 2.1% | |
| t | 4670 | 2.1% | |
| e | 4670 | 2.1% | |
| a | 4670 | 2.1% | |
| d | 4670 | 2.1% | |
| y | 4670 | 2.1% | |
| U | 327 | 0.1% | |
| p | 327 | 0.1% | |
| D | 194 | 0.1% | |
| w | 194 | 0.1% | |
| n | 194 | 0.1% |
acetohexamide
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 1 |
| Value | Count | Frequency (%) | |
| No | 101765 | > 99.9% | |
| Steady | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000039306 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101770 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101765 | > 99.9% | |
| S | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101765 | > 99.9% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203536 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203536 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
glipizide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | |
| Up | 770 |
| Down | 560 |
| Value | Count | Frequency (%) | |
| No | 89080 | 87.5% | |
| Steady | 11356 | 11.2% | |
| Up | 770 | 0.8% | |
| Down | 560 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.45736297 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 89640 | 35.8% | |
| N | 89080 | 35.6% | |
| S | 11356 | 4.5% | |
| t | 11356 | 4.5% | |
| e | 11356 | 4.5% | |
| a | 11356 | 4.5% | |
| d | 11356 | 4.5% | |
| y | 11356 | 4.5% | |
| U | 770 | 0.3% | |
| p | 770 | 0.3% | |
| D | 560 | 0.2% | |
| w | 560 | 0.2% | |
| n | 560 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 148310 | 59.3% | |
| Uppercase Letter | 101766 | 40.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 89080 | 87.5% | |
| S | 11356 | 11.2% | |
| U | 770 | 0.8% | |
| D | 560 | 0.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 89640 | 60.4% | |
| t | 11356 | 7.7% | |
| e | 11356 | 7.7% | |
| a | 11356 | 7.7% | |
| d | 11356 | 7.7% | |
| y | 11356 | 7.7% | |
| p | 770 | 0.5% | |
| w | 560 | 0.4% | |
| n | 560 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 250076 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 89640 | 35.8% | |
| N | 89080 | 35.6% | |
| S | 11356 | 4.5% | |
| t | 11356 | 4.5% | |
| e | 11356 | 4.5% | |
| a | 11356 | 4.5% | |
| d | 11356 | 4.5% | |
| y | 11356 | 4.5% | |
| U | 770 | 0.3% | |
| p | 770 | 0.3% | |
| D | 560 | 0.2% | |
| w | 560 | 0.2% | |
| n | 560 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 250076 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 89640 | 35.8% | |
| N | 89080 | 35.6% | |
| S | 11356 | 4.5% | |
| t | 11356 | 4.5% | |
| e | 11356 | 4.5% | |
| a | 11356 | 4.5% | |
| d | 11356 | 4.5% | |
| y | 11356 | 4.5% | |
| U | 770 | 0.3% | |
| p | 770 | 0.3% | |
| D | 560 | 0.2% | |
| w | 560 | 0.2% | |
| n | 560 | 0.2% |
glyburide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | |
| Up | 812 |
| Down | 564 |
| Value | Count | Frequency (%) | |
| No | 91116 | 89.5% | |
| Steady | 9274 | 9.1% | |
| Up | 812 | 0.8% | |
| Down | 564 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.375606784 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 91680 | 37.9% | |
| N | 91116 | 37.7% | |
| S | 9274 | 3.8% | |
| t | 9274 | 3.8% | |
| e | 9274 | 3.8% | |
| a | 9274 | 3.8% | |
| d | 9274 | 3.8% | |
| y | 9274 | 3.8% | |
| U | 812 | 0.3% | |
| p | 812 | 0.3% | |
| D | 564 | 0.2% | |
| w | 564 | 0.2% | |
| n | 564 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 139990 | 57.9% | |
| Uppercase Letter | 101766 | 42.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 91116 | 89.5% | |
| S | 9274 | 9.1% | |
| U | 812 | 0.8% | |
| D | 564 | 0.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 91680 | 65.5% | |
| t | 9274 | 6.6% | |
| e | 9274 | 6.6% | |
| a | 9274 | 6.6% | |
| d | 9274 | 6.6% | |
| y | 9274 | 6.6% | |
| p | 812 | 0.6% | |
| w | 564 | 0.4% | |
| n | 564 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 241756 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 91680 | 37.9% | |
| N | 91116 | 37.7% | |
| S | 9274 | 3.8% | |
| t | 9274 | 3.8% | |
| e | 9274 | 3.8% | |
| a | 9274 | 3.8% | |
| d | 9274 | 3.8% | |
| y | 9274 | 3.8% | |
| U | 812 | 0.3% | |
| p | 812 | 0.3% | |
| D | 564 | 0.2% | |
| w | 564 | 0.2% | |
| n | 564 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 241756 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 91680 | 37.9% | |
| N | 91116 | 37.7% | |
| S | 9274 | 3.8% | |
| t | 9274 | 3.8% | |
| e | 9274 | 3.8% | |
| a | 9274 | 3.8% | |
| d | 9274 | 3.8% | |
| y | 9274 | 3.8% | |
| U | 812 | 0.3% | |
| p | 812 | 0.3% | |
| D | 564 | 0.2% | |
| w | 564 | 0.2% | |
| n | 564 | 0.2% |
tolbutamide
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 23 |
| Value | Count | Frequency (%) | |
| No | 101743 | > 99.9% | |
| Steady | 23 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000904035 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101743 | 50.0% | |
| o | 101743 | 50.0% | |
| S | 23 | < 0.1% | |
| t | 23 | < 0.1% | |
| e | 23 | < 0.1% | |
| a | 23 | < 0.1% | |
| d | 23 | < 0.1% | |
| y | 23 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101858 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101743 | > 99.9% | |
| S | 23 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101743 | 99.9% | |
| t | 23 | < 0.1% | |
| e | 23 | < 0.1% | |
| a | 23 | < 0.1% | |
| d | 23 | < 0.1% | |
| y | 23 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203624 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101743 | 50.0% | |
| o | 101743 | 50.0% | |
| S | 23 | < 0.1% | |
| t | 23 | < 0.1% | |
| e | 23 | < 0.1% | |
| a | 23 | < 0.1% | |
| d | 23 | < 0.1% | |
| y | 23 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203624 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101743 | 50.0% | |
| o | 101743 | 50.0% | |
| S | 23 | < 0.1% | |
| t | 23 | < 0.1% | |
| e | 23 | < 0.1% | |
| a | 23 | < 0.1% | |
| d | 23 | < 0.1% | |
| y | 23 | < 0.1% |
pioglitazone
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 6976 |
| Up | 234 |
| Down | 118 |
| Value | Count | Frequency (%) | |
| No | 94438 | 92.8% | |
| Steady | 6976 | 6.9% | |
| Up | 234 | 0.2% | |
| Down | 118 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.276516715 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 94556 | 40.8% | |
| N | 94438 | 40.8% | |
| S | 6976 | 3.0% | |
| t | 6976 | 3.0% | |
| e | 6976 | 3.0% | |
| a | 6976 | 3.0% | |
| d | 6976 | 3.0% | |
| y | 6976 | 3.0% | |
| U | 234 | 0.1% | |
| p | 234 | 0.1% | |
| D | 118 | 0.1% | |
| w | 118 | 0.1% | |
| n | 118 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 129906 | 56.1% | |
| Uppercase Letter | 101766 | 43.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 94438 | 92.8% | |
| S | 6976 | 6.9% | |
| U | 234 | 0.2% | |
| D | 118 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 94556 | 72.8% | |
| t | 6976 | 5.4% | |
| e | 6976 | 5.4% | |
| a | 6976 | 5.4% | |
| d | 6976 | 5.4% | |
| y | 6976 | 5.4% | |
| p | 234 | 0.2% | |
| w | 118 | 0.1% | |
| n | 118 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 231672 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 94556 | 40.8% | |
| N | 94438 | 40.8% | |
| S | 6976 | 3.0% | |
| t | 6976 | 3.0% | |
| e | 6976 | 3.0% | |
| a | 6976 | 3.0% | |
| d | 6976 | 3.0% | |
| y | 6976 | 3.0% | |
| U | 234 | 0.1% | |
| p | 234 | 0.1% | |
| D | 118 | 0.1% | |
| w | 118 | 0.1% | |
| n | 118 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 231672 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 94556 | 40.8% | |
| N | 94438 | 40.8% | |
| S | 6976 | 3.0% | |
| t | 6976 | 3.0% | |
| e | 6976 | 3.0% | |
| a | 6976 | 3.0% | |
| d | 6976 | 3.0% | |
| y | 6976 | 3.0% | |
| U | 234 | 0.1% | |
| p | 234 | 0.1% | |
| D | 118 | 0.1% | |
| w | 118 | 0.1% | |
| n | 118 | 0.1% |
rosiglitazone
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 6100 |
| Up | 178 |
| Down | 87 |
| Value | Count | Frequency (%) | |
| No | 95401 | 93.7% | |
| Steady | 6100 | 6.0% | |
| Up | 178 | 0.2% | |
| Down | 87 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.241475542 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 95488 | 41.9% | |
| N | 95401 | 41.8% | |
| S | 6100 | 2.7% | |
| t | 6100 | 2.7% | |
| e | 6100 | 2.7% | |
| a | 6100 | 2.7% | |
| d | 6100 | 2.7% | |
| y | 6100 | 2.7% | |
| U | 178 | 0.1% | |
| p | 178 | 0.1% | |
| D | 87 | < 0.1% | |
| w | 87 | < 0.1% | |
| n | 87 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 126340 | 55.4% | |
| Uppercase Letter | 101766 | 44.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 95401 | 93.7% | |
| S | 6100 | 6.0% | |
| U | 178 | 0.2% | |
| D | 87 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 95488 | 75.6% | |
| t | 6100 | 4.8% | |
| e | 6100 | 4.8% | |
| a | 6100 | 4.8% | |
| d | 6100 | 4.8% | |
| y | 6100 | 4.8% | |
| p | 178 | 0.1% | |
| w | 87 | 0.1% | |
| n | 87 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 228106 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 95488 | 41.9% | |
| N | 95401 | 41.8% | |
| S | 6100 | 2.7% | |
| t | 6100 | 2.7% | |
| e | 6100 | 2.7% | |
| a | 6100 | 2.7% | |
| d | 6100 | 2.7% | |
| y | 6100 | 2.7% | |
| U | 178 | 0.1% | |
| p | 178 | 0.1% | |
| D | 87 | < 0.1% | |
| w | 87 | < 0.1% | |
| n | 87 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 228106 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 95488 | 41.9% | |
| N | 95401 | 41.8% | |
| S | 6100 | 2.7% | |
| t | 6100 | 2.7% | |
| e | 6100 | 2.7% | |
| a | 6100 | 2.7% | |
| d | 6100 | 2.7% | |
| y | 6100 | 2.7% | |
| U | 178 | 0.1% | |
| p | 178 | 0.1% | |
| D | 87 | < 0.1% | |
| w | 87 | < 0.1% | |
| n | 87 | < 0.1% |
acarbose
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 295 |
| Up | 10 |
| Down | 3 |
| Value | Count | Frequency (%) | |
| No | 101458 | 99.7% | |
| Steady | 295 | 0.3% | |
| Up | 10 | < 0.1% | |
| Down | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.011654187 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 101461 | 49.6% | |
| N | 101458 | 49.6% | |
| S | 295 | 0.1% | |
| t | 295 | 0.1% | |
| e | 295 | 0.1% | |
| a | 295 | 0.1% | |
| d | 295 | 0.1% | |
| y | 295 | 0.1% | |
| U | 10 | < 0.1% | |
| p | 10 | < 0.1% | |
| D | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| n | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 102952 | 50.3% | |
| Uppercase Letter | 101766 | 49.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101458 | 99.7% | |
| S | 295 | 0.3% | |
| U | 10 | < 0.1% | |
| D | 3 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101461 | 98.6% | |
| t | 295 | 0.3% | |
| e | 295 | 0.3% | |
| a | 295 | 0.3% | |
| d | 295 | 0.3% | |
| y | 295 | 0.3% | |
| p | 10 | < 0.1% | |
| w | 3 | < 0.1% | |
| n | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 204718 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 101461 | 49.6% | |
| N | 101458 | 49.6% | |
| S | 295 | 0.1% | |
| t | 295 | 0.1% | |
| e | 295 | 0.1% | |
| a | 295 | 0.1% | |
| d | 295 | 0.1% | |
| y | 295 | 0.1% | |
| U | 10 | < 0.1% | |
| p | 10 | < 0.1% | |
| D | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| n | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 204718 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 101461 | 49.6% | |
| N | 101458 | 49.6% | |
| S | 295 | 0.1% | |
| t | 295 | 0.1% | |
| e | 295 | 0.1% | |
| a | 295 | 0.1% | |
| d | 295 | 0.1% | |
| y | 295 | 0.1% | |
| U | 10 | < 0.1% | |
| p | 10 | < 0.1% | |
| D | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| n | 3 | < 0.1% |
miglitol
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 31 |
| Down | 5 |
| Up | 2 |
| Value | Count | Frequency (%) | |
| No | 101728 | > 99.9% | |
| Steady | 31 | < 0.1% | |
| Down | 5 | < 0.1% | |
| Up | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.001316746 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 101733 | 50.0% | |
| N | 101728 | 49.9% | |
| S | 31 | < 0.1% | |
| t | 31 | < 0.1% | |
| e | 31 | < 0.1% | |
| a | 31 | < 0.1% | |
| d | 31 | < 0.1% | |
| y | 31 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101900 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101728 | > 99.9% | |
| S | 31 | < 0.1% | |
| D | 5 | < 0.1% | |
| U | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101733 | 99.8% | |
| t | 31 | < 0.1% | |
| e | 31 | < 0.1% | |
| a | 31 | < 0.1% | |
| d | 31 | < 0.1% | |
| y | 31 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203666 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 101733 | 50.0% | |
| N | 101728 | 49.9% | |
| S | 31 | < 0.1% | |
| t | 31 | < 0.1% | |
| e | 31 | < 0.1% | |
| a | 31 | < 0.1% | |
| d | 31 | < 0.1% | |
| y | 31 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203666 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 101733 | 50.0% | |
| N | 101728 | 49.9% | |
| S | 31 | < 0.1% | |
| t | 31 | < 0.1% | |
| e | 31 | < 0.1% | |
| a | 31 | < 0.1% | |
| d | 31 | < 0.1% | |
| y | 31 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
troglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 3 |
| Value | Count | Frequency (%) | |
| No | 101763 | > 99.9% | |
| Steady | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000117918 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101763 | 50.0% | |
| o | 101763 | 50.0% | |
| S | 3 | < 0.1% | |
| t | 3 | < 0.1% | |
| e | 3 | < 0.1% | |
| a | 3 | < 0.1% | |
| d | 3 | < 0.1% | |
| y | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101778 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101763 | > 99.9% | |
| S | 3 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101763 | > 99.9% | |
| t | 3 | < 0.1% | |
| e | 3 | < 0.1% | |
| a | 3 | < 0.1% | |
| d | 3 | < 0.1% | |
| y | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203544 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101763 | 50.0% | |
| o | 101763 | 50.0% | |
| S | 3 | < 0.1% | |
| t | 3 | < 0.1% | |
| e | 3 | < 0.1% | |
| a | 3 | < 0.1% | |
| d | 3 | < 0.1% | |
| y | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203544 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101763 | 50.0% | |
| o | 101763 | 50.0% | |
| S | 3 | < 0.1% | |
| t | 3 | < 0.1% | |
| e | 3 | < 0.1% | |
| a | 3 | < 0.1% | |
| d | 3 | < 0.1% | |
| y | 3 | < 0.1% |
tolazamide
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 38 |
| Up | 1 |
| Value | Count | Frequency (%) | |
| No | 101727 | > 99.9% | |
| Steady | 38 | < 0.1% | |
| Up | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.001493623 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101727 | 49.9% | |
| o | 101727 | 49.9% | |
| S | 38 | < 0.1% | |
| t | 38 | < 0.1% | |
| e | 38 | < 0.1% | |
| a | 38 | < 0.1% | |
| d | 38 | < 0.1% | |
| y | 38 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101918 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101727 | > 99.9% | |
| S | 38 | < 0.1% | |
| U | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101727 | 99.8% | |
| t | 38 | < 0.1% | |
| e | 38 | < 0.1% | |
| a | 38 | < 0.1% | |
| d | 38 | < 0.1% | |
| y | 38 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203684 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101727 | 49.9% | |
| o | 101727 | 49.9% | |
| S | 38 | < 0.1% | |
| t | 38 | < 0.1% | |
| e | 38 | < 0.1% | |
| a | 38 | < 0.1% | |
| d | 38 | < 0.1% | |
| y | 38 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203684 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101727 | 49.9% | |
| o | 101727 | 49.9% | |
| S | 38 | < 0.1% | |
| t | 38 | < 0.1% | |
| e | 38 | < 0.1% | |
| a | 38 | < 0.1% | |
| d | 38 | < 0.1% | |
| y | 38 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No |
|---|
| Value | Count | Frequency (%) | |
| No | 101766 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 101766 | 50.0% | |
| Lowercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101766 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101766 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203532 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203532 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No |
|---|
| Value | Count | Frequency (%) | |
| No | 101766 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 101766 | 50.0% | |
| Lowercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101766 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101766 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203532 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203532 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101766 | 50.0% | |
| o | 101766 | 50.0% |
insulin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | |
| Down | |
| Up |
| Value | Count | Frequency (%) | |
| No | 47383 | 46.6% | |
| Steady | 30849 | 30.3% | |
| Down | 12218 | 12.0% | |
| Up | 11316 | 11.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 3.45266592 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 59601 | 17.0% | |
| N | 47383 | 13.5% | |
| S | 30849 | 8.8% | |
| t | 30849 | 8.8% | |
| e | 30849 | 8.8% | |
| a | 30849 | 8.8% | |
| d | 30849 | 8.8% | |
| y | 30849 | 8.8% | |
| D | 12218 | 3.5% | |
| w | 12218 | 3.5% | |
| n | 12218 | 3.5% | |
| U | 11316 | 3.2% | |
| p | 11316 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 249598 | 71.0% | |
| Uppercase Letter | 101766 | 29.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 47383 | 46.6% | |
| S | 30849 | 30.3% | |
| D | 12218 | 12.0% | |
| U | 11316 | 11.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 59601 | 23.9% | |
| t | 30849 | 12.4% | |
| e | 30849 | 12.4% | |
| a | 30849 | 12.4% | |
| d | 30849 | 12.4% | |
| y | 30849 | 12.4% | |
| w | 12218 | 4.9% | |
| n | 12218 | 4.9% | |
| p | 11316 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 351364 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 59601 | 17.0% | |
| N | 47383 | 13.5% | |
| S | 30849 | 8.8% | |
| t | 30849 | 8.8% | |
| e | 30849 | 8.8% | |
| a | 30849 | 8.8% | |
| d | 30849 | 8.8% | |
| y | 30849 | 8.8% | |
| D | 12218 | 3.5% | |
| w | 12218 | 3.5% | |
| n | 12218 | 3.5% | |
| U | 11316 | 3.2% | |
| p | 11316 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 351364 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 59601 | 17.0% | |
| N | 47383 | 13.5% | |
| S | 30849 | 8.8% | |
| t | 30849 | 8.8% | |
| e | 30849 | 8.8% | |
| a | 30849 | 8.8% | |
| d | 30849 | 8.8% | |
| y | 30849 | 8.8% | |
| D | 12218 | 3.5% | |
| w | 12218 | 3.5% | |
| n | 12218 | 3.5% | |
| U | 11316 | 3.2% | |
| p | 11316 | 3.2% |
glyburide-metformin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 692 |
| Up | 8 |
| Down | 6 |
| Value | Count | Frequency (%) | |
| No | 101060 | 99.3% | |
| Steady | 692 | 0.7% | |
| Up | 8 | < 0.1% | |
| Down | 6 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.027317572 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 101066 | 49.0% | |
| N | 101060 | 49.0% | |
| S | 692 | 0.3% | |
| t | 692 | 0.3% | |
| e | 692 | 0.3% | |
| a | 692 | 0.3% | |
| d | 692 | 0.3% | |
| y | 692 | 0.3% | |
| U | 8 | < 0.1% | |
| p | 8 | < 0.1% | |
| D | 6 | < 0.1% | |
| w | 6 | < 0.1% | |
| n | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 104546 | 50.7% | |
| Uppercase Letter | 101766 | 49.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101060 | 99.3% | |
| S | 692 | 0.7% | |
| U | 8 | < 0.1% | |
| D | 6 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101066 | 96.7% | |
| t | 692 | 0.7% | |
| e | 692 | 0.7% | |
| a | 692 | 0.7% | |
| d | 692 | 0.7% | |
| y | 692 | 0.7% | |
| p | 8 | < 0.1% | |
| w | 6 | < 0.1% | |
| n | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 206312 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 101066 | 49.0% | |
| N | 101060 | 49.0% | |
| S | 692 | 0.3% | |
| t | 692 | 0.3% | |
| e | 692 | 0.3% | |
| a | 692 | 0.3% | |
| d | 692 | 0.3% | |
| y | 692 | 0.3% | |
| U | 8 | < 0.1% | |
| p | 8 | < 0.1% | |
| D | 6 | < 0.1% | |
| w | 6 | < 0.1% | |
| n | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 206312 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 101066 | 49.0% | |
| N | 101060 | 49.0% | |
| S | 692 | 0.3% | |
| t | 692 | 0.3% | |
| e | 692 | 0.3% | |
| a | 692 | 0.3% | |
| d | 692 | 0.3% | |
| y | 692 | 0.3% | |
| U | 8 | < 0.1% | |
| p | 8 | < 0.1% | |
| D | 6 | < 0.1% | |
| w | 6 | < 0.1% | |
| n | 6 | < 0.1% |
glipizide-metformin
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 13 |
| Value | Count | Frequency (%) | |
| No | 101753 | > 99.9% | |
| Steady | 13 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000510976 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101753 | 50.0% | |
| o | 101753 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101818 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101753 | > 99.9% | |
| S | 13 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101753 | 99.9% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203584 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101753 | 50.0% | |
| o | 101753 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203584 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101753 | 50.0% | |
| o | 101753 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
glimepiride-pioglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 1 |
| Value | Count | Frequency (%) | |
| No | 101765 | > 99.9% | |
| Steady | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000039306 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101770 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101765 | > 99.9% | |
| S | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101765 | > 99.9% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203536 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203536 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
metformin-rosiglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 2 |
| Value | Count | Frequency (%) | |
| No | 101764 | > 99.9% | |
| Steady | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000078612 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101764 | 50.0% | |
| o | 101764 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101774 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101764 | > 99.9% | |
| S | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101764 | > 99.9% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203540 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101764 | 50.0% | |
| o | 101764 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203540 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101764 | 50.0% | |
| o | 101764 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
metformin-pioglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Steady | 1 |
| Value | Count | Frequency (%) | |
| No | 101765 | > 99.9% | |
| Steady | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000039306 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 101770 | 50.0% | |
| Uppercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 101765 | > 99.9% | |
| S | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 101765 | > 99.9% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203536 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203536 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 101765 | 50.0% | |
| o | 101765 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
change
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| No | |
|---|---|
| Ch |
| Value | Count | Frequency (%) | |
| No | 54755 | 53.8% | |
| Ch | 47011 | 46.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 54755 | 26.9% | |
| o | 54755 | 26.9% | |
| C | 47011 | 23.1% | |
| h | 47011 | 23.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 101766 | 50.0% | |
| Lowercase Letter | 101766 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 54755 | 53.8% | |
| C | 47011 | 46.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 54755 | 53.8% | |
| h | 47011 | 46.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 203532 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 54755 | 26.9% | |
| o | 54755 | 26.9% | |
| C | 47011 | 23.1% | |
| h | 47011 | 23.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 203532 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 54755 | 26.9% | |
| o | 54755 | 26.9% | |
| C | 47011 | 23.1% | |
| h | 47011 | 23.1% |
diabetesMed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| Yes | |
|---|---|
| No |
| Value | Count | Frequency (%) | |
| Yes | 78363 | 77.0% | |
| No | 23403 | 23.0% |
readmitted
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.2 KiB |
| NO | |
|---|---|
| >30 | |
| <30 |
| Value | Count | Frequency (%) | |
| NO | 54864 | 53.9% | |
| >30 | 35545 | 34.9% | |
| <30 | 11357 | 11.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.460880844 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 54864 | 21.9% | |
| O | 54864 | 21.9% | |
| 3 | 46902 | 18.7% | |
| 0 | 46902 | 18.7% | |
| > | 35545 | 14.2% | |
| < | 11357 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 109728 | 43.8% | |
| Decimal Number | 93804 | 37.5% | |
| Math Symbol | 46902 | 18.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 54864 | 50.0% | |
| O | 54864 | 50.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 35545 | 75.8% | |
| < | 11357 | 24.2% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 3 | 46902 | 50.0% | |
| 0 | 46902 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 140706 | 56.2% | |
| Latin | 109728 | 43.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 54864 | 50.0% | |
| O | 54864 | 50.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3 | 46902 | 33.3% | |
| 0 | 46902 | 33.3% | |
| > | 35545 | 25.3% | |
| < | 11357 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 250434 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 54864 | 21.9% | |
| O | 54864 | 21.9% | |
| 3 | 46902 | 18.7% | |
| 0 | 46902 | 18.7% | |
| > | 35545 | 14.2% | |
| < | 11357 | 4.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| encounter_id | patient_nbr | race | gender | age | weight | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | payer_code | medical_specialty | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | diag_1 | diag_2 | diag_3 | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | examide | citoglipton | insulin | glyburide-metformin | glipizide-metformin | glimepiride-pioglitazone | metformin-rosiglitazone | metformin-pioglitazone | change | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2278392 | 8222157 | Caucasian | Female | [0-10) | ? | 6 | 25 | 1 | 1 | ? | Pediatrics-Endocrinology | 41 | 0 | 1 | 0 | 0 | 0 | 250.83 | ? | ? | 1 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | NO |
| 1 | 149190 | 55629189 | Caucasian | Female | [10-20) | ? | 1 | 1 | 7 | 3 | ? | ? | 59 | 0 | 18 | 0 | 0 | 0 | 276 | 250.01 | 255 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | >30 |
| 2 | 64410 | 86047875 | AfricanAmerican | Female | [20-30) | ? | 1 | 1 | 7 | 2 | ? | ? | 11 | 5 | 13 | 2 | 0 | 1 | 648 | 250 | V27 | 6 | None | None | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | NO |
| 3 | 500364 | 82442376 | Caucasian | Male | [30-40) | ? | 1 | 1 | 7 | 2 | ? | ? | 44 | 1 | 16 | 0 | 0 | 0 | 8 | 250.43 | 403 | 7 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | NO |
| 4 | 16680 | 42519267 | Caucasian | Male | [40-50) | ? | 1 | 1 | 7 | 1 | ? | ? | 51 | 0 | 8 | 0 | 0 | 0 | 197 | 157 | 250 | 5 | None | None | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | NO |
| 5 | 35754 | 82637451 | Caucasian | Male | [50-60) | ? | 2 | 1 | 2 | 3 | ? | ? | 31 | 6 | 16 | 0 | 0 | 0 | 414 | 411 | 250 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Yes | >30 |
| 6 | 55842 | 84259809 | Caucasian | Male | [60-70) | ? | 3 | 1 | 2 | 4 | ? | ? | 70 | 1 | 21 | 0 | 0 | 0 | 414 | 411 | V45 | 7 | None | None | Steady | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | NO |
| 7 | 63768 | 114882984 | Caucasian | Male | [70-80) | ? | 1 | 1 | 7 | 5 | ? | ? | 73 | 0 | 12 | 0 | 0 | 0 | 428 | 492 | 250 | 8 | None | None | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | >30 |
| 8 | 12522 | 48330783 | Caucasian | Female | [80-90) | ? | 2 | 1 | 4 | 13 | ? | ? | 68 | 2 | 28 | 0 | 0 | 0 | 398 | 427 | 38 | 8 | None | None | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | NO |
| 9 | 15738 | 63555939 | Caucasian | Female | [90-100) | ? | 3 | 3 | 4 | 12 | ? | InternalMedicine | 33 | 3 | 18 | 0 | 0 | 0 | 434 | 198 | 486 | 8 | None | None | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | NO |
Last rows
| encounter_id | patient_nbr | race | gender | age | weight | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | payer_code | medical_specialty | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | diag_1 | diag_2 | diag_3 | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | examide | citoglipton | insulin | glyburide-metformin | glipizide-metformin | glimepiride-pioglitazone | metformin-rosiglitazone | metformin-pioglitazone | change | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 101756 | 443842070 | 140199494 | Other | Female | [60-70) | ? | 1 | 1 | 7 | 2 | MD | ? | 46 | 6 | 17 | 1 | 1 | 1 | 996 | 585 | 403 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Yes | >30 |
| 101757 | 443842136 | 181593374 | Caucasian | Female | [70-80) | ? | 1 | 1 | 7 | 5 | ? | ? | 21 | 1 | 16 | 0 | 0 | 1 | 491 | 518 | 511 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Yes | NO |
| 101758 | 443842340 | 120975314 | Caucasian | Female | [80-90) | ? | 1 | 1 | 7 | 5 | MC | ? | 76 | 1 | 22 | 0 | 1 | 0 | 292 | 8 | 304 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | NO |
| 101759 | 443842778 | 86472243 | Caucasian | Male | [80-90) | ? | 1 | 1 | 7 | 1 | MC | ? | 1 | 0 | 15 | 3 | 0 | 0 | 435 | 784 | 250 | 7 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | NO |
| 101760 | 443847176 | 50375628 | AfricanAmerican | Female | [60-70) | ? | 1 | 1 | 7 | 6 | DM | ? | 45 | 1 | 25 | 3 | 1 | 2 | 345 | 438 | 412 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | >30 |
| 101761 | 443847548 | 100162476 | AfricanAmerican | Male | [70-80) | ? | 1 | 3 | 7 | 3 | MC | ? | 51 | 0 | 16 | 0 | 0 | 0 | 250.13 | 291 | 458 | 9 | None | >8 | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | >30 |
| 101762 | 443847782 | 74694222 | AfricanAmerican | Female | [80-90) | ? | 1 | 4 | 5 | 5 | MC | ? | 33 | 3 | 18 | 0 | 0 | 1 | 560 | 276 | 787 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Yes | NO |
| 101763 | 443854148 | 41088789 | Caucasian | Male | [70-80) | ? | 1 | 1 | 7 | 1 | MC | ? | 53 | 0 | 9 | 1 | 0 | 0 | 38 | 590 | 296 | 13 | None | None | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | NO |
| 101764 | 443857166 | 31693671 | Caucasian | Female | [80-90) | ? | 2 | 3 | 7 | 10 | MC | Surgery-General | 45 | 2 | 21 | 0 | 0 | 1 | 996 | 285 | 998 | 9 | None | None | No | No | No | No | No | No | Steady | No | No | Steady | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | NO |
| 101765 | 443867222 | 175429310 | Caucasian | Male | [70-80) | ? | 1 | 1 | 7 | 6 | ? | ? | 13 | 3 | 3 | 0 | 0 | 0 | 530 | 530 | 787 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | NO |